Energy Sciences

eScholarship stats: History by Item for December, 2024 through March, 2025

Item	Title	Total requests	2025-03	2025-02	2025-01	2024-12
3h26p692	Commentary: The Materials Project: A materials genome approach to accelerating materials innovation	517	170	112	117	118
30v0j6cc	Python Materials Genomics (pymatgen): A robust, open-source python library for materials analysis	314	83	100	65	66
0r27j85x	Machine Learning for Materials Scientists: An Introductory Guide toward Best Practices	226	50	61	59	56
65v9z5vp	Accelerating the discovery of materials for clean energy in the era of smart automation	172	43	37	48	44
3cz511v8	Prospects for Employing Lithium Copper Phosphates as High-Voltage Li-Ion Cathodes	149	35	37	37	40
7r45h4mf	Named Entity Recognition and Normalization Applied to Large-Scale Information Extraction from the Materials Science Literature	115	33	37	15	30
98h4k4mw	Metallacyclic actinide catalysts for dinitrogen conversion to ammonia and secondary amines	104	27	19	31	27
2mp2d1f0	Understanding the Role of SEI Layer in Low-Temperature Performance of Lithium-Ion Batteries	98	23	32	27	16
91p8599g	Redox-Controlled Reactivity at Boron: Parallels to Frustrated Lewis/Radical Pair Chemistry	96	6	31	28	31
4s5599qn	Interface-induced phenomena in magnetism	93	22	17	26	28
74j710x8	Contrasting behaviour under pressure reveals the reasons for pyramidalization in tris(amido)uranium(III) and tris(arylthiolate) uranium(III) molecules	91	25	20	21	25
1tz584tz	A Review on Challenges and Successes in Atomic-Scale Design of Catalysts for Electrochemical Synthesis of Hydrogen Peroxide	88	23	29	17	19
32q6c89k	Zinc Titanium Nitride Semiconductor toward Durable Photoelectrochemical Applications	88	24	23	21	20
62n0306z	Quantifying Species Populations in Multivalent Borohydride Electrolytes	87	27	19	22	19
94h095v8	Magnetoelastic resonance as a probe for exchange springs at antiferromagnet-ferromagnet interfaces	85	18	27	17	23
2574s7mj	Li5VF4(SO4)2: A Prototype High-Voltage Li-Ion Cathode	84	13	26	19	26
6qb0x6rr	CHGNet as a pretrained universal neural network potential for charge-informed atomistic modelling	80	12	17	29	22
13z5q49m	Ion Association Constants for Lithium Ion Battery Electrolytes from First-Principles Quantum Chemistry	79	15	24	19	21
3zx8g1pz	Circularity in mixed-plastic chemical recycling enabled by variable rates of polydiketoenamine hydrolysis	79	18	21	17	23
4zn0m4nd	Submonomer synthesis of sequence defined peptoids with diverse side-chains	78	24	22	16	16
4k1421zn	Computational Approach for Epitaxial Polymorph Stabilization through Substrate Selection	74	20	23	17	14
1b18v7ht	Reactivity of the molecular magnesium hydride cation [MgH]+ supported by an NNNN macrocycle	70	16	17	14	23
1xf1k15d	Wide Band Gap Chalcogenide Semiconductors	68	29	13	13	13
2sw1k2zb	Uncharted Waters: Super-Concentrated Electrolytes	65	23	14	10	18
9bs4921x	Onsager Transport Coefficients and Transference Numbers in Polyelectrolyte Solutions and Polymerized Ionic Liquids	63	22	19	14	8
87r651ht	Rapid generation of optimal generalized Monkhorst-Pack grids	61	9	23	15	14
6h09z7vt	2024 roadmap on magnetic microscopy techniques and their applications in materials science	60	21	11	6	22
9ts2x2wh	High-throughput Computational Study of Halide Double Perovskite Inorganic Compounds	60	9	24	13	14
9gf684r6	Origin of Electrochemical, Structural, and Transport Properties in Nonaqueous Zinc Electrolytes	59	17	14	9	19
2j8503k9	Actinide tetra-N-heterocyclic carbene ‘sandwiches’	57	9	13	16	19
0sj353dg	Benchmarking Coordination Number Prediction Algorithms on Inorganic Crystal Structures	56	11	24	12	9
1gw7c1zq	The influence of FEC on the solvation structure and reduction reaction of LiPF6/EC electrolytes and its implication for solid electrolyte interphase formation	55	13	16	22	4
3844p828	Importance of nonuniform Brillouin zone sampling for ab initio Bethe-Salpeter equation calculations of exciton binding energies in crystalline solids	51	8	13	16	14
56p5h7h0	Structured information extraction from scientific text with large language models	51	11	20	11	9
19s2r8d9	Evaluation of Amorphous Oxide Coatings for High-Voltage Li-Ion Battery Applications Using a First-Principles Framework	50	15	12	15	8
21t340qb	Rutile Alloys in the Mn–Sb–O System Stabilize Mn3+ To Enable Oxygen Evolution in Strong Acid	50	7	22	11	10
3s8825bm	Tuning the Solvation Structure in Aqueous Zinc Batteries to Maximize Zn-Ion Intercalation and Optimize Dendrite-Free Zinc Plating	50	17	10	10	13
0ng9q1xs	Concurrent measurement of strain and chemical reaction rates in a calcite grain pack undergoing pressure solution: Evidence for surface-reaction controlled dissolution	49	4	3	11	31
2qw922pr	New insights into Mn2+ and Mg2+ inhibition of calcite growth	49	14	19	6	10
4c1707n2	Toward a Mechanistic Model of Solid–Electrolyte Interphase Formation and Evolution in Lithium-Ion Batteries	49	14	12	11	12
9wh4m06t	Kinetics of D/H isotope fractionation between molecular hydrogen and water	49	14	16	9	10
17g8k1pz	Automated Adsorption Workflow for Semiconductor Surfaces and the Application to Zinc Telluride	48	16	20	9	3
23s4511f	Data-Driven Prediction of Formation Mechanisms of Lithium Ethylene Monocarbonate with an Automated Reaction Network	48	9	23	11	5
0kf312br	Evaluating Cryo‐TEM Reconstruction Accuracy of Self‐Assembled Polymer Nanostructures	46	14	10	11	11
5b68h9r5	Skeletides: A Modular, Simplified Physical Model of Protein Secondary Structure	46	13	17	11	5
9jv1p554	Production of C2/C3 Oxygenates from Planar Copper Nitride-Derived Mesoporous Copper via Electrochemical Reduction of CO2	46	8	16	14	8
6c66k0mz	Ferromagnet/Two-Dimensional Semiconducting Transition-Metal Dichalcogenide Interface with Perpendicular Magnetic Anisotropy	45	7	13	18	7
3h77d5bj	Evaluation of mineral reactive surface area estimates for prediction of reactivity of a multi-mineral sediment	44	9	15	12	8
6rq9447b	Phonon-Induced Localization of Excitons in Molecular Crystals from First Principles	44	8	15	13	8
9m45379b	Database of ab initio L-edge X-ray absorption near edge structure	44	14	11	12	7

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