Establishing optical indicators for the state of hydrogen in MgH2

Yuxuan Liu , Tingyan Wang , Man Shu , Jianghao Cai , Xiaotian Tang , Tongao Yao , Zhuoran Xu , Zhengyang Gao , Juan Chen , Weijie Yang

International Journal of Minerals, Metallurgy, and Materials ›› 2026, Vol. 33 ›› Issue (5) : 1436 -1447.

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International Journal of Minerals, Metallurgy, and Materials ›› 2026, Vol. 33 ›› Issue (5) :1436 -1447. DOI: 10.1007/s12613-025-3284-6
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Establishing optical indicators for the state of hydrogen in MgH2
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Abstract

Accurate determination of the state of hydrogen (SOH) in solid-state hydrogen storage materials is essential not only for optimizing hydrogen release kinetics and enhancing storage efficiency but also for ensuring system safety in practical applications. While most existing studies have concentrated on thermodynamics and kinetics, direct monitoring of residual hydrogen content, a parameter of critical engineering relevance, has rarely been reported. This highlights the urgent need to realize online SOH detection through new physical properties. In this study, we propose a non-invasive, real-time SOH monitoring strategy for magnesium hydride (MgH2), based on optical properties and combining density functional theory (DFT)-based optical calculations with experimental validation. Using DFT, the optical properties of MgH2 and its dehydrogenated form (Mg) were systematically calculated across the infrared, visible, and ultraviolet spectral ranges. Theoretical results revealed strong linear correlations between SOH and specific optical parameters, such as reflectance at 1200 nm and 550 nm and refractive index at 250 nm, with the coefficient of determination exceeding 0.99 and mean absolute errors below 0.05. To validate these predictions, reflectance measurements were conducted at 940 nm, a wavelength identified as highly sensitive to hydrogenation, and a consistent decrease in reflectance with increasing hydrogen uptake was observed. The underlying mechanism was attributed to band structure evolution and electron density redistribution, supported by density of states analysis and Drude model interpretations. This work establishes a robust theoretical and experimental framework for optical SOH diagnostics, emphasizes the importance of residual hydrogen detection for advancing solid-state hydrogen storage from fundamental research toward practical engineering applications, and provides new insights into the design of intelligent, optically responsive hydrogen storage systems, paving the way for the development of spectroscopic SOH sensors in next-generation hydrogen energy technologies.

Keywords

magnesium hydride / state of hydrogen / density functional theory / optical properties / reflectance measurements

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Yuxuan Liu, Tingyan Wang, Man Shu, Jianghao Cai, Xiaotian Tang, Tongao Yao, Zhuoran Xu, Zhengyang Gao, Juan Chen, Weijie Yang. Establishing optical indicators for the state of hydrogen in MgH2. International Journal of Minerals, Metallurgy, and Materials, 2026, 33 (5) : 1436-1447 DOI:10.1007/s12613-025-3284-6

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References

[1]

Bu FQ, Wajid A, Gu MY, et al.. Synergistic effect of multivalent Ti, Zr, and oxygen vacancies to significantly enhance the hydrogen sorption properties of MgH2. J. Mater. Chem. A, 2025, 13(21): 16102.

[2]

Kovač A, Paranos M, Marciuš D. Hydrogen in energy transition: A review. Int. J. Hydrogen Energy, 2021, 46(16): 10016.

[3]

Yuan ZL, Zhang XX, Wu YT, et al.. Effectively enhanced catalytic effect of sulfur doped Ti3C2 on the kinetics and cyclic stability of hydrogen storage in MgH2. J. Magnesium Alloys, 2025, 13(4): 1843.

[4]

Zhao YY, Liu ZB, Liu JC, et al.. Improvement effect of reversible solid solutions Mg2Ni(Cu)/Mg2Ni(Cu)H4 on hydrogen storage performance of MgH2. J. Magnesium Alloys, 2024, 12(1): 197.

[5]

T.A. Yao, Y. Yang, J.H. Cai, et al., From LLM to Agent: A large-language-model-driven machine learning framework for catalyst design of MgH2 dehydrogenation, J. Magnesium Alloys, (2025).

[6]

J.H. Cai, H.B. Wang, X.T. Tang, et al., Data-driven evidence for the burst effect in MgH2 dehydrogenation via analysis of experimental kinetic curves, J. Energy Storage, 136(2025), art. No. 118450.

[7]

Peraldo Bicelli L. Hydrogen: A clean energy source. Int. J. Hydrogen Energy, 1986, 11(9): 555.

[8]

Darmadi I, Nugroho FAA, Langhammer C. High-performance nanostructured palladium-based hydrogen sensors-current limitations and strategies for their mitigation. ACS Sens., 2020, 5(11): 3306.

[9]

Xiao LR, Chen C, Wang S, et al.. Effects of Ti- and Nb-based transition element from single to multiple compound oxides and carbon-based composite additives on Mg–MgH2 hydrogen storage material. Tungsten, 2025, 7(1): 32.

[10]

Wu P, Xiao LR, Ge CY, et al.. Construction of NiS/carbon fibers confined NiS composite: High catalytic activity for enhancing the hydrogen storage performances of MgH2. Rare Met., 2025, 44(10): 7332.

[11]

Abe JO, Popoola API, Ajenifuja E, Popoola OM. Hydrogen energy, economy and storage: Review and recommendation. Int. J. Hydrogen Energy, 2019, 44(29): 15072.

[12]

Ghotia S, Rimza T, Singh S, Dwivedi N, Srivastava AK, Kumar P. Hetero-atom doped graphene for marvellous hydrogen storage: Unveiling recent advances and future pathways. J. Mater. Chem. A, 2024, 12(21): 12325.

[13]

Y.C. Liu, D. Chabane, and O. Elkedim, Intermetallic compounds synthesized by mechanical alloying for solid-state hydrogen storage: A review, Energies, 14(2021), No. 18, art. No. 5758.

[14]

Zhang B, Xie XB, Wang YK, et al.. In situ formation of multiple catalysts for enhancing the hydrogen storage of MgH2 by adding porous Ni3ZnC0.7/Ni loaded carbon nanotubes microspheres. J. Magnesium Alloys, 2024, 12(3): 1227.

[15]

Ding SJ, Qiao YQ, Cai XC, et al.. A novel carbon-induced-porosity mechanism for improved cycling stability of magnesium hydride. J. Magnesium Alloys, 2025, 13(3): 1341.

[16]

Zheng Y, Yang SL, Hu B, et al.. The enthalpy changes for hydrogenation/dehydrogenation of Mg-based alloys. J. Magnesium Alloys, 2025, 13(7): 2959.

[17]

Sun X, Yang XH, Lu YF, et al.. Hot extrusion-induced Mg–Ni–Y alloy with enhanced hydrogen storage kinetics. J. Mater. Sci. Technol., 2024, 202: 119.

[18]

Chen HP, Hao PN, Liu JM, et al.. Effect of protective layer from in situ heteroatom incorporation on the hydriding reaction of Mg(0001): A density functional theory study. Int. J. Hydrogen Energy, 2025, 111: 113.

[19]

Wu MH, Gao MX, Qu SQ, et al.. LaVO4 prepared by a high-yield method for superior catalysis to the hydrogen storage of MgH2. J. Magnesium Alloys, 2025, 13(2): 613.

[20]

Lang CG, Yao XD. Enhancing hydrogen storage performance of magnesium-based materials: A review on nanostructuring and catalytic modification. J. Magnesium Alloys, 2025, 13(2): 510.

[21]

W.F. Fu, M. Shu, Y.X. Liu, et al., Unveiling the micro-mechanism of superior dehydrogenation in γ-MgH2: Insights into electronic structure of H–Mg bond, J. Alloy. Compd., 1036(2025), art. No. 182130.

[22]

Lu XA, Luo SW, Li JY, et al.. FIND: A forward–inverse navigation and discovery platform for hydrogen storage alloys powered by data-driven machine learning. J. Mater. Inf., 2025, 5(4): 48.

[23]

H.T. Guan, J. Liu, X. Sun, et al., Titanium–nickel dual active sites enabled reversible hydrogen storage of magnesium at 180°C with exceptional cycle stability, Adv. Mater., 37(2025), No. 26, art. No. 2570178.

[24]

Bu FQ, Wajid A, Yang N, et al.. Fabrication of amorphous TiO2 hydrogen channels and graphene wrappers to enhance the hydrogen storage properties of MgH2 with extremely high cycle stability. J. Mater. Chem. A, 2024, 12(20): 12190.

[25]

Meng Y, Zhang J, Ju SL, et al.. Understanding and unlocking the role of V in boosting the reversible hydrogen storage performance of MgH2. J. Mater. Chem. A, 2023, 11(18): 9762.

[26]

J.H. Cai, Y.T. Jiang, T.A. Yao, et al., A demand-driven dynamic heating strategy for ultrafast and energy-efficient MgH2 dehydrogenation utilizing the “burst effect”, J. Energy Storage, 130(2025), art. No. 117495.

[27]

Dai ZY, Wu P, Xiao LR, et al.. Non-stoichiometric Ni3ZnC0.7 carbide loading on melamine sponge-derived carbon for hydrogen storage performance improvement of MgH2. Rare Met., 2025, 44(1): 515.

[28]

W.B. Man, Z.L. Yuan, Z.X. Yang, X.J. Wang, G.X. Fan, and B.Z. Liu, Significantly enhanced kinetics and cyclic stability of MgH2 by uniquely embedded oxygen vacancy in Co2V2O7, J. Alloy. Compd., 1032(2025), art. No. 181137.

[29]

Lu ZY, He JH, Song MC, et al.. Bullet-like vanadium-based MOFs as a highly active catalyst for promoting the hydrogen storage property in MgH2. Int. J. Miner. Metall. Mater., 2023, 30(1): 44.

[30]

Sun Y, Cheng JY, Jiang YR, Liu YF, Wang YJ. Optimization of Mg-based hydrogen storage materials with multicomponent and high-entropy catalysts. Int. J. Miner. Metall. Mater., 2025, 32(11): 2699.

[31]

Bliznakov S, Lefterova E, Dimitrov N. Electrochemical PCT isotherm study of hydrogen absorption/desorption in AB5 type intermetallic compounds. Int. J. Hydrogen Energy, 2008, 33(20): 5789.

[32]

Cheng B, Kong LJ, Cai HM, et al.. Pushing the Boundaries of solid-state hydrogen storage: A refined study on TiVN-bCrMo high-entropy alloys. Int. J. Hydrogen Energy, 2024, 60: 282.

[33]

Li Q, Lin X, Luo Q, et al.. Kinetics of the hydrogen absorption and desorption processes of hydrogen storage alloys: A review. Int. J. Miner. Metall. Mater., 2022, 29(1): 32.

[34]

Song MC, Xie RK, Zhang LT, et al.. Combined “Gateway” and “Spillover” effects originated from a CeNi5 alloy catalyst for hydrogen storage of MgH2. Int. J. Miner. Metall. Mater., 2023, 30(5): 970.

[35]

Liu HZ, Xu L, Han Y, et al.. Development of a gaseous and solid-state hybrid system for stationary hydrogen energy storage. Green Energy Environ., 2021, 6(4): 528.

[36]

Pedroso OA, Botta WJ, Zepon G. An open-source code to calculate pressure-composition-temperature diagrams of multicomponent alloys for hydrogen storage. Int. J. Hydrogen Energy, 2022, 47(76): 32582.

[37]

Wang TY, Tang L, Zhang YT, et al.. Interaction between hydrogen and magnesium films: From hydrogenochromism to applications. ACS Appl. Mater. Interfaces, 2025, 17(6): 8794.

[38]

Victoria M, Westerwaal RJ, Dam B, van Mechelen JLM. Amorphous metal-hydrides for optical hydrogen sensing: The effect of adding glassy Ni–Zr to Mg–Ni–H. ACS Sens., 2016, 1(3): 222.

[39]

Baldi A, Borsa DM, Schreuders H, et al.. Mg–Ti–H thin films as switchable solar absorbers. Int. J. Hydrogen Energy, 2008, 33(12): 3188.

[40]

A. Assila, I. Belkoufa, M. Rkhis, et al., Unlocking the hydrogen storage characteristics of MgH2 hydrides: Investigating the impact of mechanical strain and substitutions, J. Energy Storage, 122(2025), art. No. 116708.

[41]

Lu CL, Liu HZ, Xu L, et al.. Two-dimensional vanadium carbide for simultaneously tailoring the hydrogen sorption thermodynamics and kinetics of magnesium hydride. J. Magnesium Alloys, 2022, 10(4): 1051.

[42]

X.R. Zhao, S.P. Wu, X.M. Chen, et al., Mechanism of hydrogenation and dehydrogenation in Mg/Cu9Al4@Mg and MgH2/Cu9Al4@MgH2: A DFT and experimental investigation, J. Alloy. Compd., 978(2024), art. No. 173542.

[43]

Dong S, Li CQ, Lv EF, et al.. MgH2/single-atom heterojunctions: Effective hydrogen storage materials with facile dehydrogenation. J. Mater. Chem. A, 2022, 10(37): 19839.

[44]

C.Q. Li, W.J. Yang, H. Liu, et al., Picturing the gap between the performance and US-DOE’s hydrogen storage target: A data-driven model for MgH2 dehydrogenation, Angew. Chem. Int. Ed., 63(2024), No. 28, art. No. e202320151.

[45]

Dong S, Li CQ, Wang JH, et al.. The “burst effect” of hydrogen desorption in MgH2 dehydrogenation. J. Mater. Chem. A, 2022, 10(42): 22363.

[46]

Kanagaprabha S, Asvinimeenaatci AT, Rajeswarapalanichamy R, Iyakutti K. First principles study of pressure induced structural phase transition in hydrogen storage material: MgH2. Physica B, 2012, 407(1): 54.

[47]

M. Bogojeski, L. Vogt-Maranto, M.E. Tuckerman, K.R. Müller, and K. Burke, Quantum chemical accuracy from density functional approximations via machine learning, Nat. Commun., 11(2020), No. 1, art. No. 5223.

[48]

Kresse G, Furthmüller J. Efficiency of ab-initio total energy calculations for metals and semiconductors using a plane-wave basis set. Comput. Mater. Sci., 1996, 6(1): 15.

[49]

Kresse G, Joubert D. From ultrasoft pseudopotentials to the projector augmented-wave method. Phys. Rev. B, 1999, 59(3): 1758.

[50]

B. Han and F.Y. Li, Regulating the electrocatalytic performance for nitrogen reduction reaction by tuning the N contents in Fe3@NxC20−x (x = 0∼4): A DFT exploration, J. Mater. Inform., 3(2023), No. 4, art. No. 24.

[51]

Perdew JP, Burke K, Ernzerhof M. Generalized gradient approximation made simple. Phys. Rev. Lett., 1996, 77(18): 3865.

[52]

Vojvodic A, Nørskov JK, Abild-Pedersen F. Electronic structure effects in transition metal surface chemistry. Top. Catal., 2014, 57(1–4): 25.

[53]

V. Wang, N. Xu, J.C. Liu, G. Tang, and W.T. Geng, VASPKIT: A user-friendly interface facilitating high-throughput computing and analysis using VASP code, Comput. Phys. Commun., 267(2021), art. No. 108033.

[54]

Fox M. Optical Properties of Solids, 2002. New York, Oxford University Press

[55]

J. Isidorsson, I.A.M.E. Giebels, H. Arwin, and R. Griessen, Optical properties of MgH2 measured in situ by ellipsometry and spectrophotometry, Phys. Rev. B, 68(2003), No. 11, art. No. 115112.

[56]

K.F. Chen, D.P. Yuan, and Y.Y. Zhao, Review of optical hydrogen sensors based on metal hydrides: Recent developments and challenges, Opt. Laser Technol., 137(2021), art. No. 106808.

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