Comparison of Ferromagnetic Materials: Past Work, Recent Trends, and Applications

: Despite our traditional concept-based understanding of ferromagnetism, an investigation of this phenomenon has revealed several other facts. Ferromagnetism was previously supposed to be exhibited by only a few elements. Subsequently, it was realized that speciﬁc elements with d- or f- orbitals demonstrated this phenomenon. When elements without these orbitals exhibited ferromagnetism, intrinsic origin-based and structural defect-based theories were introduced. At present, nonmagnetic oxides, hexaborides of alkaline-earth metals, carbon structures, and nonmetallic non-oxide compounds are gaining signiﬁcant attention owing to their potential applications in spintronics, electronics, biomedicine, etc. Therefore, herein, previous work, recent trends, and the applications of these materials and studies based on relevant topics, ranging from the traditional understanding of ferromagnetism to the most recent two-element-based systems, are reviewed.


Introduction
Ferromagnetism is a phenomenon whereby a substance can become a permanent magnet or strongly reacts to a magnetic field. The term "ferromagnetism" is derived from the magnetism detected in Fe 2+ or Fe, as Fe was the first element in which ferromagnetism was observed [1]. Unlike nonmagnetic compounds, the compounds exhibiting ferromagnetism show the spontaneous parallel alignment of permanent dipoles due to the movement of electrons around atomic orbitals. Pierre-Ernest Weiss discovered the structural alignments of dipoles [2]. Although these alignments develop high magnetizations even in the absence of a magnetic field, they occur in microscopic spaces known as domains. As these domains do not possess alignments, the ferromagnetic compound does not, by itself, act as a magnet. However, upon exposure to an external magnetic field, these domains align in different directions and maintain themselves in a particular direction, creating a temporary magnetic field within the substance. In the absence of a magnetic field, the net magnetic field is significantly lower, approximately equal to zero. These domains of ferromagnetic elements have been investigated in the absence and presence of a magnetic field (Figure 1a-d).

Recent Trends
Conventionally used ferromagnetic materials exhibit some limitations, such as a low hardness, which hinders their application and has necessitated the development of better ferromagnetic materials [8]. When ferromagnetism was unexpectedly observed in Ge, Mn, and Te, several studies were conducted on inorganic nonmetallic materials, and many ferromagnetic materials were successfully discovered. Traditionally, ferromagnetism was believed to be demonstrated by elements with partially filled d or f orbitals. In contrast, when researchers revealed that an element without partially filled d or f orbitals could also exhibit ferromagnetism, it opened up a completely new realm in the field of ferromagnetism. Reducing one of the dimensions limits the electronic transition, promoting column interactions and increasing the bandwidth ratio. This increase in material-column interactions and bandwidth ratio induces magnetism in these materials [9]. Numerous materials with either partially filled f or d orbitals were both theoretically and experimentally analyzed. Nonmagnetic elements that show ferromagnetism in their oxide compounds or other forms are referred to as d 0 ferromagnetic substances, and the corresponding ferromagnetism is termed d 0 ferromagnetism. d 0 Ferromagnetism was discovered for the first time in HfO 2 when the O-rich surface of Hf with no magnetic ions in HfO 2 exhibited ferromagnetism [10]. Thereafter, the ferromagnetic properties of oxides of other elements of the same period, including ZnO, Cu 2 O, and TiO 2 , were examined, and these oxides were found to demonstrate ferromagnetism; furthermore, numerous other nonmagnetic d-block elements, such as Sc, Cr, Mn, Zr, and Nb, were reported to exhibit ferromagnetism upon doping with some specific type of impurities [11]. Similarly, oxides of f block elements, such as CeO 2 doped with Co and Mn, were investigated to further explore this [12]. Moreover, the oxides of nonmagnetic elements without d or f orbitals, including Al 2 O 3 , In 2 O 3 , and CaO, demonstrated ferromagnetic properties, implying that these properties can be modified within elements [13]. Subsequently, the non-oxide nonmagnetic compound BN, C structures, and rock salts were also reported to possess considerable ferromagnetism [14]. Accordingly, it was concluded that modification of the internal environment of a nonmagnetic element or a ferromagnetic nonmetal by defects, such as valency complexes, vacancies, and impurities, arising from the integration of the element with another element, can induce magnetic properties [15]. Thus, the phenomenon of ferromagnetism is universal, and is demonstrated not only by magnetic elements, but also their impurities and non-magnetic elements by doping with oxide or other inorganic elements [16]. Furthermore, the drawbacks that limit the use of traditional magnetic elements have been overcome by mixing these elements with other compounds; for example, B [8]. Many modern medical procedures, such as varicose treatment, hyperthermia, and endovenous thermal ablation require local heating of the human body. However, it is challenging to convert electrical power into heat flux and directly transfer this heat flux to the required area without harming the surrounding tissue. Heating catheters composed of biocompatible magnetic composites with low-frequency induction heating (LFIH) is an effective solution in this regard [17]. Cu-Mn-Ga-based ferromagnetic shape memory single crystals were fabricated for the first time by annealing their cast polycrystalline alloys. Their functional properties have also been reported. The obtained results should be highly significant for the development of brittle ferromagnetic Cu-Mn-Ga alloys [18]. Numerous studies have been performed on the advancement of ferromagnetism, which have resulted in the discovery of numerous ferromagnetic compounds.

Hexaborides of Alkaline-Earth Metals
Boride compounds are gaining considerable attention because of their mechanical properties and high conductivities. They are widely used to overcome the hardness limitations of magnetic elements [8]. B, as an electron-deficient element, facilitates the trapping of electrons from other metal species by forming a strong B bond with these species. They produce either divalent-metal hexaborides or divalent hexaborides with alkaline-earth metals [19]. The hexaborides of alkaline-earth metals, including SrB 6 , BaB 6 , and CaB 6 , are Condens. Matter 2022, 7, 12 4 of 20 extremely sensitive to stoichiometry because of their high impurity contents and inferior physical properties. When these compounds were doped with Th and La, the resulting compounds demonstrated weak ferromagnetism at high temperatures [20]. Although these compounds lack d or f orbitals, their ferromagnetism has attracted significant research attention [11]. Divalent hexaborides (MB 6 , M = Sr, Ba, Ca) crystallize in CsCl-type cubic structures, and their physical properties are substantially similar to those of Group IIA elements, that is, alkaline-earth metals [21]. The structure of a divalent hexaboride comprises a central metal ion surrounded by hexaboride ions (Figure 2). In the CaB 6 prototype structure, a single metal atom is surrounded by eight octahedra of B atoms, each centered on the corner of the cube. There are five B atoms in an octahedron, with four adjacent atoms and one along one of its axes. Moreover, 24 B atoms are coordinated at the center of the atom; nevertheless, no valence bonds are formed between them [22]. In contrast, the B atoms are covalently bonded to each other and are responsible for several physical and chemical properties of these compounds [23]. A cubic B sublattice is inherently electron-deficient because the B atoms must distribute their three valence electrons over five bonds. This implies that a sublattice cannot exist, even with the donation of electrons from the metals. Hexaborides must contain a metal cation with a charge of at least +2 to be electronically stable [24]. KB 6 with a low K content has been synthesized in controlled environments [25]. Consequently, considering that the B sublattice forms a semi-rigid "cage," alkaline-earth, rare-earth, and some actinide cations are the only candidates in this regard based on their sizes and valences. are extremely sensitive to stoichiometry because of their high impurity contents and inferior physical properties. When these compounds were doped with Th and La, the resulting compounds demonstrated weak ferromagnetism at high temperatures [20]. Although these compounds lack d or f orbitals, their ferromagnetism has attracted significant research attention [11]. Divalent hexaborides (MB6, M = Sr, Ba, Ca) crystallize in CsCl-type cubic structures, and their physical properties are substantially similar to those of Group IIA elements, that is, alkaline-earth metals [21]. The structure of a divalent hexaboride comprises a central metal ion surrounded by hexaboride ions (Figure 2). In the CaB6 prototype structure, a single metal atom is surrounded by eight octahedra of B atoms, each centered on the corner of the cube. There are five B atoms in an octahedron, with four adjacent atoms and one along one of its axes. Moreover, 24 B atoms are coordinated at the center of the atom; nevertheless, no valence bonds are formed between them [22]. In contrast, the B atoms are covalently bonded to each other and are responsible for several physical and chemical properties of these compounds [23]. A cubic B sublattice is inherently electron-deficient because the B atoms must distribute their three valence electrons over five bonds. This implies that a sublattice cannot exist, even with the donation of electrons from the metals. Hexaborides must contain a metal cation with a charge of at least +2 to be electronically stable [24]. KB6 with a low K content has been synthesized in controlled environments [25]. Consequently, considering that the B sublattice forms a semirigid "cage," alkaline-earth, rare-earth, and some actinide cations are the only candidates in this regard based on their sizes and valences.

CaB6
CaB6 was the first compound to exhibit ferromagnetism upon being lightly doped with La. Ferromagnetism exists on and around the La-doped CaB6 surface, and the origin of this weak ferromagnetism is extrinsic [27]. CaB6 is a band insulator with a band gap of 0.2 eV. However, due to the formation of impurities because of B vacancies at the CaB6 sublattice, CaB6 demonstrates a magnetic moment and undergoes exchange splitting [28]. CaB6 is doped with transition metals to enhance its ferromagnetism. After doping, the 3.1.1. CaB 6 CaB 6 was the first compound to exhibit ferromagnetism upon being lightly doped with La. Ferromagnetism exists on and around the La-doped CaB 6 surface, and the origin of this weak ferromagnetism is extrinsic [27]. CaB 6 is a band insulator with a band gap of 0.2 eV. However, due to the formation of impurities because of B vacancies at the CaB 6 sublattice, CaB 6 demonstrates a magnetic moment and undergoes exchange splitting [28]. CaB 6 is doped with transition metals to enhance its ferromagnetism. After doping, the ferromagnetism still originates from the B vacancies and magnetic moments generated by the polarization of conducting electrons in the transition metal. CaB 6 exhibits ferromagnetism in the crystal and thin-film forms [11].

BaB 6
Typically, BaB 6 thin films exhibit weak magnetism in the temperature range from 723 to 873 K. The virtual temperature independence of these films was exhibited down to 4 K, and isotropic and anhysteretic magnetizations were observed in these films. Due to interferences, defects, and grain boundaries, magnetization was detected in fewer than 4.5% of the total volume fraction of BaB 6 thin films [29]. Nevertheless, the magnetic characteristics of BaB 6 thin films improved when they were doped with a lanthanum hexabromide system. Owing to the difference between the ionic radii of Ba and La, the resulting system demonstrated ferromagnetism even at room temperature [30].

SrB 6
A weak ferromagnetism has been observed in SrB 6 . SrB 6 is a semiconductor with a sizable energy gap of approximately 1 eV at the X-point in the Brillouin zone, as observed via angle-resolved photoemission spectroscopy [21]. Analysis of a single crystal of SrB 6 at low temperatures indicated 0.001 electrons per Sr atom. These data provide evidence that the electron-hole Coulomb effect is probably responsible for the weak ferromagnetism of SrB 6 [31]. Recently, the ordered defect of SrB 6 has been found to be responsible for intrinsic ferromagnetism. Although the maximum magnetic susceptibility of SrB 6 is achieved at 1 K, it does not considerably affect the weak ferromagnetism of SrB 6 [32].

Nonmagnetic Oxides
Numerous studies have been conducted on nonmagnetic oxides, and several other oxides of nonmetallic elements demonstrating ferromagnetism at room temperature have been discovered; nevertheless, there remains a knowledge gap regarding the origin of ferromagnetism in these compounds. Impurities and surface defects are the topic of controversies that are often discussed whenever the discussion arises [33]. Ferromagnetism has been discovered in different oxides, for example, Mg, Zn, Ce, Hf, Ti, Sr, Sn, and Zr oxides, disproving the traditional concept of the requirement of d or f orbitals to exhibit ferromagnetism. Among them, oxides of Zn, Mg, Hf, and Ce are widely used and have extensive applications, whereas the remaining oxides exhibit weak ferromagnetism in the free state or after doping [19].

HfO 2
The thin films of Hf and O, both being inorganic and nonmetallic, exhibit ferromagnetism without necessitating dopants. The ferromagnetism of HfO 2 has been extensively analyzed and has facilitated research on other oxides and nonmetallic compounds demonstrating ferromagnetism. Previously, the ferromagnetism in HfO 2 was attributed to the vacancies in O atoms; later, it was realized that the intrinsic defects originating from the morphology are crucial in the exhibition of ferromagnetism.
However, in the X-ray photoelectron spectrum, O vacancy peaks were detected at higher positions than the O peaks due to intrinsic defects. Results have also shown the involvement of Hf in the bonding structures in ferromagnetism. Polarization occurs in O atoms because of the existence of Hf 4+ ; one of the O atoms can occupy Hf 4+ , leading to Hf 3+ and e − , generating deep and shallow traps. The e − occupies the Hf 3+ orbital, which results in ferromagnetism [34]. Nevertheless, recent studies have demonstrated that neither the non-stoichiometric surfaces of Hf nor low stoichiometries are responsible for the magnetic properties of nonmetallic oxides; instead, non-stoichiometric surfaces with O atoms are responsible for ferromagnetism in nonmetallic oxides [35].

ZnO
Owing to its potential application in spintronic devices, ZnO has attracted research attention. Additionally, it is inexpensive and possesses a wide range of applications [36]. Several ZnO systems have been developed, such as nanowires, capped structures, doped thin films, and single crystals [19]. Studies have revealed that ferromagnetism can be induced in the oxides of nonmagnetic materials, for example, ZnO [37]. Earlier, it was believed that the ferromagnetism in ZnO was induced by carriers and could be modified by changing the carrier density [38]. Furthermore, studies have revealed that the ferromagnetism in ZnO occurs because of O vacancies. There have also been studies related to doping-induced ferromagnetism; however, Zn was able to demonstrate ferromagnetism under both mild doping and in the undoped state, due to its surface defects [39]. Doping increased the ferromagnetism of ZnO [40]. The ferromagnetism exhibited by ZnO at room temperature is O vacancy-dependent [41] and can be controlled by adjusting the particle size [42].

CeO 2
Due to its ability to retain and release O vacancies, CeO 2 has been employed for power generation due to its environmentally beneficial applications [43]. A change in the concentration of O vacancies can easily promote magnetism in CeO 2 [44]. In preliminary studies, CeO 2 nanoparticles were found to exhibit ferromagnetism, whereas the bulk material did not demonstrate ferromagnetism. Consequently, it was believed that all metal oxides exhibited ferromagnetism [45], and only CeO 2 nanoparticles with sizes smaller than 20 nm could demonstrate ferromagnetism [46]. However, later, it was theoretically and experimentally revealed that the ferromagnetism in CeO 2 is induced by structural defects in Ce and O vacancies [47]. Nevertheless, when CeO 2 thin films were examined at high temperatures, the ferromagnetism of CeO 2 was discovered to be more dependent on O vacancies than on the structural defects in Ce.

MgO
Ferromagnetism in MgO is quite interesting as MgO also lacks free electrons. Intrinsic or dopant-generated defects and vacancies are regarded to be responsible for the room-temperature ferromagnetism of MgO [48]. Primarily, it was assumed that the ferromagnetism of MgO was related to cation vacancies; however, subsequently, ferromagnetism was reported to be correlated with the crystallinity of MgO [49]. Detailed studies based on injection-printed MgO demonstrated that the ferromagnetism in MgO resulted from vacancies in Mg; nevertheless, by increasing the pH of the ink, the number of voids could be increased [50]. However, upon investigating nanosized MgO, it was discovered that, in addition to Mg vacancies, factors such as the degree of crystallinity and calcination temperature-induced changes in phase composition were equally important for the roomtemperature ferromagnetism of MgO [51].

TiO 2
The ferromagnetic behaviors of rutile and anatase TiO 2 were investigated; the magnetism of the rutile TiO 2 sample was found to be dependent on O vacancies, whereas that of the anatase sample was discovered to be independent of the sample, as in useful samples. However, both samples were ferromagnetic at room temperature. The ferromagnetism of the rutile sample was larger than that of the anatase sample [52]. When Ga-and oxygen-vacancy-doping in TiO 2 were investigated, it was discovered that TiO 2 displayed an increase in magnetization with antiferromagnetic and ferromagnetic coupling; however, antiferromagnetic coupling was absent in Ga-doped systems [53]. Co-doped TiO 2 also demonstrates weak ferromagnetism, supporting the fact that the ferromagnetism of TiO 2 is related to O vacancies [54]. A study of transition metal-doped TiO 2 has revealed that ferromagnetism may be slightly enhanced by doping, which may be useful in dilute magnetic semiconductors [55].

ZrO 2
Although Zr is a nonmagnetic and non-reducible element [56], similar to most nonmagnetic oxides, the ferromagnetism in ZrO 2 is believed to arise from O vacancies [57].
Recent theoretical explanations have also verified that the ferromagnetism in ZrO 2 originates from the trapping of electrons by O vacancies. These sites, upon exceeding electron counts, obtain offering and high spinning at their ground state, resulting in ferromagnetism [56]. Nevertheless, several studies have shown that the ferromagnetism of ZrO 2 thin films increases upon doping these films with different transition metals. This ferromagnetism is caused by intrinsic defects rather than exchange interactions [58].

SnO 2
The ferromagnetism in SnO 2 thin films originates from the monovalent O vacancies inside these films, whereas the ferromagnetism in SnO 2 arises from surface defects. In SnO 2 thin films, an increase in the temperature to 400 • C causes a stronger magnetic effect due to an increase in surface imperfections [59]. Previously, it was discovered that the ferromagnetism of doped SnO 2 thin films increased with an increase in temperature [60]. However, later, it was found that when SnO 2 thin films were lightly doped with metals, their ferromagnetism was enhanced; in contrast, when these films were heavily doped with metals, their ferromagnetism was destroyed.

C Nanostructures
Ferromagnetically active C systems have emerged as one of the most popular research topics in the field of ferromagnetism owing to their various advantages including low weight, high stability, low-cost production, and simple processing. Recent years have witnessed significant advancements using graphene (Figure 3a), C nanotubes (Figure 3b), fullerenes (Figure 3c), and graphite (Figure 3d) [61]. As classic ferromagnetic substances lack d and f orbitals, ferromagnetism in C nanostructures originates from s and p electrons. These nanostructures demonstrate ferromagnetism at low temperatures, and the magnetism is due to the impurities present in these nanostructures [62].
Condens. Matter 2021, 6, x FOR PEER REVIEW 7 of 20 that ferromagnetism may be slightly enhanced by doping, which may be useful in dilute magnetic semiconductors [55].

ZrO2
Although Zr is a nonmagnetic and non-reducible element [56], similar to most nonmagnetic oxides, the ferromagnetism in ZrO2 is believed to arise from O vacancies [57].
Recent theoretical explanations have also verified that the ferromagnetism in ZrO2 originates from the trapping of electrons by O vacancies. These sites, upon exceeding electron counts, obtain offering and high spinning at their ground state, resulting in ferromagnetism [56]. Nevertheless, several studies have shown that the ferromagnetism of ZrO2 thin films increases upon doping these films with different transition metals. This ferromagnetism is caused by intrinsic defects rather than exchange interactions [58].

SnO2
The ferromagnetism in SnO2 thin films originates from the monovalent O vacancies inside these films, whereas the ferromagnetism in SnO2 arises from surface defects. In SnO2 thin films, an increase in the temperature to 400 °C causes a stronger magnetic effect due to an increase in surface imperfections [59]. Previously, it was discovered that the ferromagnetism of doped SnO2 thin films increased with an increase in temperature [60]. However, later, it was found that when SnO2 thin films were lightly doped with metals, their ferromagnetism was enhanced; in contrast, when these films were heavily doped with metals, their ferromagnetism was destroyed.

C Nanostructures
Ferromagnetically active C systems have emerged as one of the most popular research topics in the field of ferromagnetism owing to their various advantages including low weight, high stability, low-cost production, and simple processing. Recent years have witnessed significant advancements using graphene (Figure 3a), C nanotubes (Figure 3b), fullerenes (Figure 3c), and graphite (Figure 3d) [61]. As classic ferromagnetic substances lack d and f orbitals, ferromagnetism in C nanostructures originates from s and p electrons. These nanostructures demonstrate ferromagnetism at low temperatures, and the magnetism is due to the impurities present in these nanostructures [62].

C Nanotubes
Recently, the use of C nanotubes has progressively increased due to their unique properties and applications [63]. The magnetism exhibited by C nanotubes has the potential to considerably extend their application range. When these structures come into contact with ferromagnetic materials, a spin-polarized charge is transferred from ferromagnetic materials to these structures [64]. C nanotubes demonstrate ferromagnetism at room temperature. According to research findings, H 2 absorption causes ferromagnetism in C nanotubes. However, contrary to this finding, the thickness of the nanotube wall and temperature are the factors responsible for ferromagnetism in C nanotubes [65]. Plasma treatment successfully enhanced the ferromagnetism of this system [66]. At room temperature, a system of single-walled nanotubes easily demonstrated ferromagnetism because of impurities rather than vacancies in C atoms [67].

Fullerenes
C 60 was discovered in 1985. Initially, fullerenes were believed to be diamagnetic [68]. Nevertheless, many fullerene-based systems have exhibited ferromagnetism [69]. Ferromagnetism was observed in this system for the first time when C 60 was ultrasonically dispersed in a dimethylformamide solution of polyvinylidene fluoride [70]. Ferromagnetism was noticed in an almost structure-destroying state [71], implying that the ferromagnetic behaviors of fullerenes depend on the preparation conditions, such as the time, pressure, and temperature of these systems [72]. This indicates that the ferromagnetism in fullerenes is caused by molecular defects. The pressure and temperature dependencies of these systems were validated by analyzing rhombohedral C 60 , which showed ferromagnetism to varying degrees [73]. Similarly, the bilayer structure of Pd-doped C 60 demonstrated ferromagnetic behavior that was induced by the stacked bilayers of Pd and fullerenes [74].

Graphene
In addition to the several properties of graphene, structural defects may lead to ferromagnetism [75]. Moreover, magic-angle graphene exhibits ferromagnetism in the insulator phase [76]. Upon investigating graphene nanoflakes, it was discovered that they have zigzag edges, which may contribute to their ferromagnetism [77]. The bulk of graphene obtained from functionalized graphene sheets demonstrates ferromagnetism. Graphene also exhibits ferromagnetism due to structural defects [62]. The ferromagnetism of this system was enhanced when graphene was converted to graphene nanoribbons [78]. Similarly, twisted bilayer graphene possesses a conduction band that causes ferromagnetism in its system. By stabilizing the ferromagnetism of this system, it can be used in spintronics, electronics, separation technology, medicine, and other fields.

Graphite
Ferromagnetism in graphite systems is mainly induced by lattice defects. Under irradiation, the magnetic moment of graphite is affected by the adsorption of H 2 and irradiated vacancies, whereas the ferromagnetism in the pure bulk material is primarily caused by the topographic defects of the material [79]. A further advantage of ion implantation in graphite is the enhancement of its ferromagnetic properties. In the ion-doped system, ferromagnetism was initially interpreted to be induced by vacancy defects [80]. However, recent studies on graphite systems have revealed that, in addition to intrinsic surface defects, "comet-like" defects with higher magnetic signals are responsible for ferromagnetism in graphite [81]. A magnetization of approximately 2.5 memu/g was noticed for graphite with the highest Curie temperature of approximately 900 K. This suggests that the magnetite cluster c is not responsible for magnetization in this system. It appears that some samples with impurities possess superparamagnetic characteristics instead of ferromagnetism based on their magnetic susceptibilities. Furthermore, ferromagnetism can be enhanced by a strong topological disorder as it suppresses the antiferromagnetic order [63]. Similarly, by controlling the density of induced defects in the system, the magnetization of C in its different systems can be tuned [80].

Magnetic Boride Compounds
B has the potential to form a wide range of compounds with different electrochemical, magnetic, and stoichiometric properties. Magnetic elements are traditionally used for several applications; nevertheless, they exhibit some limitations such as a low hardness, which must be overcome using elements including B. The hardness of some elements, such as Fe, has been considerably increased by treatment with B [8]. Recent studies on B transition metal compounds have revealed improved mechanical properties for these compounds [82]. Due to the presence of unpaired d or f orbitals, magnetic properties such as high coercivity, high magnetization saturation, etc., can be greatly induced in magnetic boron compounds [83]. A superior magnetism is observed in metallic elements when they are incorporated with borides [84].
Metallic boride compounds including FeB, NiB, and Co 3 B are intermediates between soft and hard magnets. Although they are magnetically hard, they possess low moments; hence, they are considered semi-hard compounds with immense application possibilities in various fields, for example, data storage and biomedicine [85]. However, very few studies have reported on the development of these compounds as compared to those for other classes of compounds.

Nonmetallic Non-Oxide System
Nonmetallic non-oxides, such as nitrides, are attracting interest for the induction of magnetization using various elements, similar to the cases of oxides. The magnetism in these compounds is caused by significant spin-exchange interactions in the ionic states. Nevertheless, it is highly useful to stabilize the hole carrier density for doping interactions. Localized acceptors can be utilized to stabilize the quantum confinement effect [86].
These classes of ferromagnetic compounds are specifically prepared from Group 3 and Group 5 elements, and the thicknesses of GaAs, GaN, InAs, and GaP are inversely proportional to their magnetic saturations; furthermore, these compounds can be fabricated using Group 4 elements such as Ge (for example, Mn 2+ -doped Ge). In Group 4 elementbased ferromagnetic compounds, ferromagnetism originates from Mn-induced charge carriers, that is, holes in the material matrix. Bound magnetic polarons (BMPs) are formed during exchange interaction between the magnetic dopant and localized holes. These BMPs are composed of magnetic ions and a localized hole, and the interaction of these BMPs in the presence of a high concentration of dopants leads to ferromagnetism [87]. However, at low temperatures, these BMPs overlap each other and interact with nearby dopants. Eventually, the alignment of these BMPs causes a ferromagnetic transition. Nevertheless, the resulting ferromagnetism is comparatively lesser than those of similar systems. Comparative studies of the saturation magnetizations, observations, and origins of ferromagnetism of different ferromagnetic materials are presented in Table 1.
Additionally, several systems based on three-element doping and the introduction of defects have been developed or are still being developed. However, this review primarily focuses on two element-based systems.
Upon applying a pressure of 9 GPa at 800 K, the ferromagnetic behavior significantly decreased C radical formation [73] Graphene

Applications
In addition to traditional applications, such as in temporary magnets, generators, magnet production, telephones, tape recorders, and other electric and magnetic devices, ferromagnetic materials can be applied in different fields. These materials are particularly utilized to fabricate devices, including spintronic devices, biomedical devices, electric equipment, sensors, artificial intelligence devices, and neural networks for artificial intelligence, offering both magnetic and electrical properties. The applications of these ferromagnetic materials in some major fields are discussed hereinafter. Although these materials still have considerable potential for further use, most of them have not yet been developed on a commercial scale. Some of the major applications are as follows.

Spintronic Devices
Spintronics is one of the major application sectors of ferromagnetic materials as these materials can very easily control the injection of spin-polarized carriers [105]. Using this feature, a wide range of data can be transferred and stored. The ultimate goal of this application is to replace complementary metal-oxide semiconductors, that is, transistors, with ferromagnetic materials that consume very little power compared to transistors [106].
In these devices, the information circuits are regulated by either the spin of an electron or the electrical charge in the system [105]. Controlled ferromagnetic material systems enable us to store data with a faster processing of information in their nonvolatile memories, in turn enabling substantially lower power consumption. Ferromagnetic materials possess all the properties that facilitate quantum computing [107]. Ferromagnetic materials can also be used to construct spin logic gates and spin field electron transistors [106]. However, the production of these devices on a commercial scale is still challenging because of various factors such as "manipulation and control," transport, and efficient injection [105].

Electronic Devices
Ferromagnetic materials have significant applications in the field of electronics. They can be used to create temporary magnets with extensive applications in electronics. In recent years, different devices, including hard drives, loudspeakers, electromagnets, magnetic tape recorders, transformers, electric motors, and telephones, have been constructed using ferromagnetic materials. At present, these materials are employed to develop advanced devices such as three-dimensional printers, high-performance computers, soft robots, and soft and flexible electronic devices [67]. Similarly, these materials have recently been used in integrated electronic technologies for advanced electrophysiological recording applications [108], thereby facilitating the long-term recording of skin-perceived electrophysiological signals [109].

Biomedicine
Since the discovery of biomagnetic fields in living organisms, researchers have been using ferromagnetic materials to design and prepare pharmaceuticals that can be successfully and efficiently used. Various medications, including extended-release tablets, enteric-coated tablets, modified drug releasing systems, and multiarticulate delivery systems, have been developed. The healthcare system has significantly improved because of these innovations in drug delivery systems [110]. In addition to the application of ferromagnetic materials in effective drug delivery systems, their use as biosensors and diagnostic agents has promoted their application in the medical field. These materials have also been employed for the successful treatment of cancer using gene therapy [111]. Moreover, several diseases, such as arthritis, diabetes, and any other related diseases that are caused by defects in the gene, can potentially be treated using ferromagnetic materials.

Artificial Neural Networking
Artificial neural networking is another considerable application of ferromagnetic materials. Ferromagnetic materials have been successfully utilized in the solution to problems such as vibration suppression and superplastic forming modeling wood veneer inspection, which are associated with the optimization of artificial neural networks [112]. It has been reported that the ferromagnetic and antiferromagnetic bilayer system can perform switching in magnetization and storage of data in the nonvolatile manurable artificial synapse and can be used for various functions in artificial intelligence [113]. High-performance and low-power-consuming hardware with adaptive neural networking for artificial intelligence can be constructed using ferromagnetic/antiferromagnetic materials [114].

Limitations
The theoretical origins of ferromagnetism in many of these materials are still controversial. At present, different techniques, such as impurity band exchange due to the donor, charge transfer, and BMPs, are used to explain the behaviors of ferromagnetic materials [37]. Similarly, the system used to investigate their properties, such as thin films, bulk nanoparticles, the existence of surface defects, and parent element magnetic properties, have a significant impact on repeatability and impurity contamination [13]. The saturation magnetization of ZnO considerably varies (Table 1), and the differences between the saturation magnetizations of different morphological states and different parent materials can easily be determined from the data presented in Table 1. Furthermore, room-temperature magnetic ordering is not possible in the band gaps, which strongly opposes the currently existing interpretation [115] and can be attributed to 3D aggregation, surface contamination, or absence of precipitation. The devices that are used to estimate the different magnetic properties of materials do not exhibit nonmagnetic properties. It has been realized that these devices provide false readings when they come into contact with airborne particles [116].
Under a variable magnetic field, the magnetic flux also deviates owing to misidentification of the magnetic state of the sample and accidental contamination of the system surface. Material contamination is caused by improper handling and cleaning of the material, molting of the material, high-temperature annealing and processing of the sample substrate, and accidental contamination [9]. This contamination makes the reproducibility and analysis of material data difficult because of the formation of a segregated system and different magnetic characteristics of the material during each processing stage [117].

Conclusions
Based on the aforementioned past and present trends, it can be concluded that the materials used in the past are still dominantly used; however, some improvements are still required. Some traditionally used materials, including the system of metal borides, can be advanced. Recently, significant advances have been made in the field of ferromagnetism. Existing systems have substantial potential for use in various applications. Nevertheless, there is still a knowledge gap that needs to be filled in due course. Similarly, in materials that exhibit d 0 ferromagnetism, instead of developing more materials, a reproducible procedure to formulate the product needs to be discovered so that these materials can be used up during their application. According to recent research, ferromagnetism can be induced in some materials via the application of an electric current or voltage. Ferromagnetism has been induced in LaMnO 3 and SrCoO, which are antiferromagnetic. Recently, ferromagnetism was induced in diamagnetic Fe pyrite ("fool's gold") via the application of voltage [118]. Overall, although ferromagnetic materials have been significantly developed, commercialization of these materials is considerably more time-consuming than their development.