Science Prediction Universe
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TZ
Tong-Yi Zhang
cond-mat.mtrl-scics.AIcs.LGElectroporationlithium-ion batteriesmachine learningphysics.app-phActive learninganodesApoptosis
On Valency
published · living versionsPreprints & journals
76 papers in the corpus · 2000–2026GIST: Generator-state-Informed Supervision for Tabular Foundation Models
0 citations
A self-learning scientific agent for X-ray diffraction
0 citations
A comprehensive Hirshfeld and iterative-Hirshfeld dataset for 5080 inorganic materials from first-principles calculations.
0 citations
Enhancing acidic oxygen evolution reaction with a highly stable Eu-doped RuO2 electrocatalyst.
1 citation
CLRe: A Synergistic Dual-Engine Framework for One-Step Retrosynthesis Prediction.
0 citations
BatteryMFormer: Multi-level Learning for Battery Degradation Trajectory Forecasting
0 citations
XDecomposer: Learning Prior-Free Set Decomposition for Multiphase X-ray Diffraction
0 citations
Transfer Learning from Homogeneous to Heterogeneous: Fine-Tuning a Pretrained Interatomic Potential for Multicomponent Mo Alloys with Localized Substitutional Alloying.
2 citations
DeePAW: A universal machine learning model for orbital-free ab initio calculations
0 citations
AI-Driven Structure Refinement of X-ray Diffraction
0 citations
From Literature to Lab: Closed-Loop Advancement of Perovskite Solar Cells via Domain Knowledge Guided LLM
0 citations
Bgolearn: a Unified Bayesian Optimization Framework for Accelerating Materials Discovery
5 citations
Pretrained battery transformer (PBT): A foundation model for battery life prediction
1 citation
Spatial-adaptive active learning identifies ultra-durable and highly active catalysts for acidic oxygen evolution reaction.
9 citations
First-Order Phase Transformation in Highly Concentrated Electrolyte for High-Rate and Long-Cycle Aqueous Zn-Ion Battery.
6 citations
KAN-Enhanced Contrastive Learning Accelerating Crystal Structure Identification from XRD Patterns
1 citation
XQueryer: an intelligent crystal structure identifier for powder X-ray diffraction.
5 citations
Beyond Structure: Invariant Crystal Property Prediction with Pseudo-Particle Ray Diffraction
0 citations
Ferromagnetic Surface Segregation via Stress-Concentration Coupling Boosts the Oxygen Evolution Reaction in RuO2.
11 citations
Grain Boundary Oxygen Improving the Acidic Oxygen Evolution Reaction of Zn-RuO2@ZnO.
31 citations
Materials Generation in the Era of Artificial Intelligence: A Comprehensive Survey
3 citations
opXRD: Open Experimental Powder X-ray Diffraction Database
6 citations
BatteryLife: A Comprehensive Dataset and Benchmark for Battery Life Prediction
25 citations
Perovskite-LLM: Knowledge-Enhanced Large Language Models for Perovskite Solar Cell Research
10 citations
Machine Learning-Engineered Nanozyme System for Synergistic Anti-Tumor Ferroptosis/Apoptosis Therapy.
15 citations
Machine learning assisted crystallographic reconstruction from atom probe tomographic images.
3 citations
Automated high-resolution backscattered-electron imaging at macroscopic scale
0 citations
Crystallographic phase identifier of a convolutional self-attention neural network (CPICANN) on powder diffraction patterns.
10 citations
SimXRD-4M: Big Simulated X-ray Diffraction Data Accelerate the Crystal Symmetry Classification
1 citation
Unraveling the Complexity of Metal Ion Dissolution: Insights from Hybrid First-Principles/Continuum Calculations
0 citations
A Thermo-Electro-Viscoelastic Model for Dielectric Elastomers.
5 citations
Intelligent Computing: The Latest Advances, Challenges and Future
297 citations
RuO2 electronic structure and lattice strain dual engineering for enhanced acidic oxygen evolution reaction performance.
600 citations
Chemical Strain of Graphite-Based Anode during Lithiation and Delithiation at Various Temperatures.
24 citations
Thickness- and temperature-dependent Grüneisen parameter in thin films.
5 citations
Phase field simulation of grain size effects in nanograined Ti-Nb shape memory alloys
0 citations
Accelerated design of linear-superelastic Ti-Nb nanocomposite alloys with ultralow modulus via high-throughput phase-field simulations and machine learning
0 citations
Correction: Two-dimensional polar metal of a PbTe monolayer by electrostatic doping.
0 citations
Two-dimensional polar metal of a PbTe monolayer by electrostatic doping.
27 citations
Analysis of Phase Formations and Mechanical Properties in Complex Concentrated Alloys by Machine Learning Approach
162 citations
Superacid-doped polyaniline as a soluble polymeric active electrolyte for supercapacitors.
12 citations
A high performance wearable strain sensor with advanced thermal management for motion monitoring.
584 citations
Partial sodiation induced laminate structure and high cycling stability of black phosphorous for sodium-ion batteries.
14 citations
Facile synthesis of multi-functional elastic polyaniline/polyvinyl alcohol composite gels by a solution assembly method.
32 citations
High-Quality Concentrated Precursor Solution in N,N-Dimethylformamide for Thick Methylammonium Triiodoplumbate Layer in Solar Cells.
6 citations
Two-dimensional metallic ferroelectricity in PbTe monolayer by electrostatic doping
0 citations
Machine Learning of Mechanical Properties of Steels
164 citations
Out-of-plane ion transport makes nitrogenated holey graphite a promising high-rate anode for both Li and Na ion batteries.
27 citations
Nanowire-Seeded Growth of Single-Crystalline (010) β-Ga2 O3 Nanosheets with High Field-Effect Electron Mobility and On/Off Current Ratio.
56 citations
Author Correction: Evolution of the electrochemical interface in sodium ion batteries with ether electrolytes.
12 citations
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