Energy Sciences

eScholarship stats: History by Item for March through June, 2026

Item	Title	Total requests	2026-06	2026-05	2026-04	2026-03
3h26p692	Commentary: The Materials Project: A materials genome approach to accelerating materials innovation	989	275	238	251	225
50q3c70b	Additive‐Free, Low‐Temperature Crystallization of Stable α‐FAPbI3 Perovskite	930	325	235	189	181
3qh0q56c	A Night-Time Edge Site Intermediate in the Cyanobacterial Circadian Clock Identified by EPR Spectroscopy	772	191	248	188	145
2071m426	Magnetism in curved geometries	635	148	216	145	126
6q92n2qh	Non-topotactic reactions enable high rate capability in Li-rich cathode materials	595	162	170	157	106
30v0j6cc	Python Materials Genomics (pymatgen): A robust, open-source python library for materials analysis	588	155	171	148	114
6qb0x6rr	CHGNet as a pretrained universal neural network potential for charge-informed atomistic modelling	537	272	87	94	84
6h09z7vt	2024 roadmap on magnetic microscopy techniques and their applications in materials science	530	101	153	145	131
9956r7bv	Chiral Spin Textures in Amorphous Iron–Germanium Thick Films	497	144	142	122	89
24j1v5gc	High-throughput determination of Hubbard U and Hund J values for transition metal oxides via the linear response formalism	459	126	125	118	90
0sj353dg	Benchmarking Coordination Number Prediction Algorithms on Inorganic Crystal Structures	442	98	199	81	64
9wh4m06t	Kinetics of D/H isotope fractionation between molecular hydrogen and water	408	96	115	97	100
56p5h7h0	Structured information extraction from scientific text with large language models	398	92	110	120	76
3s8825bm	Tuning the Solvation Structure in Aqueous Zinc Batteries to Maximize Zn-Ion Intercalation and Optimize Dendrite-Free Zinc Plating	394	126	110	96	62
0r27j85x	Machine Learning for Materials Scientists: An Introductory Guide toward Best Practices	391	112	102	102	75
4zn0m4nd	Submonomer synthesis of sequence defined peptoids with diverse side-chains	391	69	82	111	129
163455hr	Elementary Decomposition Mechanisms of Lithium Hexafluorophosphate in Battery Electrolytes and Interphases	386	109	135	81	61
3mw6z1kr	Designing transparent conductors using forbidden optical transitions	366	97	142	83	44
05w4083s	Evidence of Spin Frustration in a Vanadium Diselenide Monolayer Magnet	356	109	97	99	51
0ck4x6xb	Relationship between molecular structure and corrugations in self-assembled polypeptoid nanosheets revealed by cryogenic electron microscopy	356	61	81	60	154
7r45h4mf	Named Entity Recognition and Normalization Applied to Large-Scale Information Extraction from the Materials Science Literature	351	91	106	96	58
0r07n4xk	Aimsgb: An algorithm and open-source python library to generate periodic grain boundary structures	349	53	138	69	89
65v9z5vp	Accelerating the discovery of materials for clean energy in the era of smart automation	345	83	110	90	62
7zz1s3tj	Systematic softening in universal machine learning interatomic potentials	345	97	108	88	52
4s83d14r	A database to enable discovery and design of piezoelectric materials	337	84	143	77	33
0kf312br	Evaluating Cryo‐TEM Reconstruction Accuracy of Self‐Assembled Polymer Nanostructures	334	73	85	72	104
2qw922pr	New insights into Mn2+ and Mg2+ inhibition of calcite growth	333	101	94	80	58
9fm3h2p6	Magnetism in curved geometries	328	79	98	93	58
1xf1k15d	Wide Band Gap Chalcogenide Semiconductors	322	55	99	87	81
9m45379b	Database of ab initio L-edge X-ray absorption near edge structure	321	47	128	85	61
9p5140p2	Anomalous metal segregation in lithium-rich material provides design rules for stable cathode in lithium-ion battery	313	82	123	66	42
2sw1k2zb	Uncharted Waters: Super-Concentrated Electrolytes	311	73	84	81	73
0583t2m3	Enabling selective zinc-ion intercalation by a eutectic electrolyte for practical anodeless zinc batteries	301	86	100	55	60
0rp8n52q	Key Intermediate Nanostructures in the Self-Assembly of Amphiphilic Polypeptoids Revealed by Cryo-TEM	300	37	61	85	117
17g8k1pz	Automated Adsorption Workflow for Semiconductor Surfaces and the Application to Zinc Telluride	300	103	101	55	41
27c0x71k	Atomic-Scale Corrugations in Crystalline Polypeptoid Nanosheets Revealed by Three-Dimensional Cryogenic Electron Microscopy	300	48	86	61	105
00k5w696	Curvature Induced Modifications of Chirality and Magnetic Configuration in Perpendicular Films	299	73	110	78	38
2mp2d1f0	Understanding the Role of SEI Layer in Low-Temperature Performance of Lithium-Ion Batteries	287	66	85	70	66
51f6j8fd	FireWorks: a dynamic workflow system designed for high‐throughput applications	285	43	111	74	57
2h06b3w0	Machine Learning Full NMR Chemical Shift Tensors of Silicon Oxides with Equivariant Graph Neural Networks	284	48	108	66	62
9ts2x2wh	High-throughput Computational Study of Halide Double Perovskite Inorganic Compounds	284	52	70	76	86
9sk025ms	Elucidating the structure of the magnesium aluminum chloride complex electrolyte for magnesium-ion batteries	282	103	85	52	42
9rd59995	Thermodynamic limit for synthesis of metastable inorganic materials	280	68	78	73	61
4s5599qn	Interface-induced phenomena in magnetism	278	48	76	80	74
1tz584tz	A Review on Challenges and Successes in Atomic-Scale Design of Catalysts for Electrochemical Synthesis of Hydrogen Peroxide	276	79	85	61	51
4s02m49q	Tin Metal Improves the Lithiation Kinetics of High-Capacity Silicon Anodes	273	71	97	64	41
6rq9447b	Phonon-Induced Localization of Excitons in Molecular Crystals from First Principles	271	87	81	58	45
7b74x1fj	Using Biomimetic Polymers in Place of Noncollagenous Proteins to Achieve Functional Remineralization of Dentin Tissues	269	50	163	32	24
37j3j90d	Curvilinear Magnonic Crystal Based on 3D Hierarchical Nanotemplates	268	55	78	71	64
7kf579nr	Isotopic fractionation accompanying CO2 hydroxylation and carbonate precipitation from high pH waters at The Cedars, California, USA	261	62	92	62	45

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