Grid
Filter
Sort
Group
Hide Fields
Height
Small
Medium
Large
Publication Title
1
Diversification of acridinium photocatalysts: Property tuning and reactivity in model reactions
2
Crystal Generative Modeling with Explicit Autoregressive Conditional Likelihoods and Nontrivial Space Group Stabilizers
3
Real-time design of architectural structures with differentiable simulators and neural networks
4
Graph Neural Networks Gone Hogwild
5
Designing Mechanical Meta-Materials by Learning Equivariant Flows
6
Amphoteric doping and thermoelectric transport in the CuInTe2–ZnTe solid solution
7
Modeling glasses from first-principles using random structure sampling
8
Ag Vacancies as “Killer-Defects” in CaAgSb Thermoelectrics
9
Towards MatCore: A Unified Metadata Standard for Materials Science
10
Complex Thermoelectric Transport in Bi-Sb Alloys
11
Basin-Size Mapping: Prediction of Metastable Polymorph Synthesizability Across TaC–TaN Alloys
12
AI-Ready Data: Knowledge Extraction from Archival Lab Notebooks
13
LLM4Mat-Bench: Benchmarking Large Language Models For Materials Property Prediction.
14
MOFs to enhance green NH3 synthesis in plasma reactors: hierarchical computational screening enhanced by iterative machine learning
15
Multiple defect states engineering towards high thermoelectric performance in GeTe-based materials
16
High Temperature Phase Transformations and Superprotonic Conductivity in Cs2(HSeO4)(H2PO4)
17
Diversity-driven, efficient exploration of a MOF design space to optimize MOF properties: application to NH3 adsorption
18
Active learning of alchemical adsorption simulations; towards a universal adsorption mode
19
Automated Discovery of Reprogrammable Nonlinear Dynamic Metamaterials
20
DimBridge: Interactive Explanation of Visual Patterns in Dimensionality Reductions with Predicate Logic
21
Recyclable All-in-One Organo-Photo-Auxiliaries Enabling (sp3)C−(sp3)C Coupling Reactions with Diverse Functionalities
22
Enhancing Semantic Interoperability Across Materials Science With HIVE4MAT
23
Beware of Validation by Eye: Visual Validation of Linear Trends in Scatterplots
24
Coupling form-finding methods for efficient structural shape optimization via gradient descent
25
The effect of geometric tiling parameters on the stiffness of a rotational kirigami system
26
Apparatus for the room temperature measurement of low field Nernst and magneto-Seebeck coefficients
27
All "Roads" Lead to Rocksalt
28
Probabilistic Prediction of Material Stability: Integrating Convex Hulls into Active Learning
29
Resolving local ordering and structure in MnxGe1−x Te alloys through thermodynamic ensembles of pair distribution functions
30
Quality-Weighted Vendi Scores And Their Application To Diverse Experimental Design
31
Generative Marginalization Models
92 rows
DOI
Category
Keywords
Code
Research Group
Publication Date
https://doi.org/10.1016/j.tetlet.2025.155546
Chemistry
DFT
Excited-state dynamics
Photochemistry
Computational chemistry
Inverse design
Doyle
Lopez
https://openreview.net/forum?id=1ne8lalwRN
Materials Science
Symmetry
Crystallography
Enhanced Sampling
Neural networks
Generative models
Adams
Ertekin
https://openreview.net/forum?id=Tpjq66xwTq
Engineering
Form-finding
Autoencoders
Neural networks
Inverse design
Surrogate Models
https://github.com/princetonlips/neural_fdm
Adams
Adriaenssens
https://openreview.net/forum?id=WfxPVtYRlL
Computational Methods
Automatic differentiation
Convergence analysis
Gradient-based methods
Neural networks
Optimization
Adams
https://openreview.net/forum?id=VMurwgAFWP
Engineering
Symmetry
Mechanical metamaterials
Non-linear response
Automatic differentiation
Enhanced Sampling
Neural networks
Adams
Bertoldi
https://doi.org/10.1039/D4TC05216A
Materials Science
Alloys
Thermoelectric materials
DFT
Ertekin
Toberer
https://doi.org/10.1063/5.0243888
Materials Science
Representations
Uncertainty analysis
Toberer
https://doi.org/10.1021/acsaem.4c02907
Materials Science
Thermoelectric materials
Phase transitions
Crystallography
DFT
Ertekin
https://doi.org/10.48550/arXiv.2502.07106
Materials Science
Computational Methods
Metadata
FAIR
Molecular Dynamics
DFT
Ertekin
Greenberg
Toberer
https://doi.org/10.1063/5.0237802
Materials Science
Alloys
Thermoelectric materials
Ertekin
Toberer
https://pubs.acs.org/doi/full/10.1021/jacs.4c15441
Materials Science
Chemistry
Alloys
DFT
Synthesis
Free energy landscapes
Uncertainty analysis
Garnett
Toberer
https://doi.org/10.1109/BigData62323.2024.10825206
Chemistry
Computational Methods
Metal-organic frameworks
Porous Materials
Synthesis
Knowledge extraction
Knowledge structures
Metadata
Greenberg
Uribe-Romo
https://openreview.net/pdf/0b9cf5410abb38cd850d7c74c82b4a18b29e0fb6.pdf
Materials Science
Data Science
Metal-organic frameworks
Porous Materials
https://github.com/vertaix/LLM4Mat-Bench
Dieng
https://doi.org/10.1021/acsami.4c11396
Materials Science
Data Science
Metal-organic frameworks
Monte Carlo methods
Neural networks
Representations
High-throughput screening
Gomez-Gualdron
https://www.sciencedirect.com/science/article/pii/S1385894724077416
Materials Science
Chemistry
Alloys
Thermoelectric materials
Chemical structure
Toberer
https://doi.org/10.1016/j.ssi.2024.116690
Materials Science
Chemistry
Superionic conductors
Phase transitions
Ion transport
Crystallography
Haile
https://doi.org/10.1039/D4SC03609C
Materials Science
Data Science
Metal-organic frameworks
Bayesian methods
Search methods
Diversity metrics
High-throughput screening
https://github.com/vertaix/VBO
Dieng
Gomez-Gualdron
https://doi.org/10.1039/D4SC02156H
Materials Science
Data Science
Metal-organic frameworks
Monte Carlo methods
Search methods
Representations
Gomez-Gualdron
https://doi.org/10.1038/s41563-024-02008-6
Engineering
Computational Methods
Mechanical metamaterials
Non-linear response
Automatic differentiation
JAX
Inverse design
https://github.com/bertoldi-collab/DifFlexMM
Adams
Bertoldi
https://doi.org/10.1109/TVCG.2024.3456391
Data Science
Visual analytics
User interface design
Chang
https://doi.org/10.1002/adsc.202400899
Chemistry
Computational Methods
Chemical structure
DFT
Synthesis
Lopez
https://doi.org/10.48550/arXiv.2411.00676
Materials Science
Data Science
Knowledge extraction
Knowledge structures
Metadata
Natural language processing
FAIR
https://gitlab.cci.drexel.edu/mrc/hive4mat
Greenberg
https://doi.org/10.1109/TVCG.2024.3456305
Data Science
User interface design
Visual analytics
Chang
https://app.iass2024.org/files/IASS_2024_Paper_41.pdf
Engineering
Computational Methods
Form-finding
Lattices
Automatic differentiation
Gradient-based methods
Inverse design
Adriaenssens
https://app.iass2024.org/files/IASS_2024_Paper_91.pdf
Engineering
Finite element modeling
Mechanical properties
Structural Modeling
Kirigami systems
Lattices
Adriaenssens
https://doi.org/10.1063/5.0222406
Engineering
Materials Science
Mechanical properties
Thermoelectric materials
Toberer
https://doi.org/10.1021/jacs.4c02974
Materials Science
Chemistry
Alloys
DFT
Synthesis
Free energy landscapes
Toberer
https://doi.org/10.1039/D4MH00432A
Materials Science
Computational Methods
Alloys
Thermoelectric materials
Computational chemistry
Free energy landscapes
Bayesian methods
Active search
Uncertainty analysis
https://github.com/PrincetonLIPS/active-phase-mapping/tree/main
Adams
Garnett
Toberer
https://doi.org/10.1039/D4TC02896A
Materials Science
Computational Methods
Alloys
Thermoelectric materials
Crystallography
DFT
Representations
Chang
Toberer
https://proceedings.mlr.press/v235/nguyen24d.html
Computational Methods
Metal-organic frameworks
Bayesian methods
Search methods
Active search
Diversity metrics
https://github.com/vertaix/Quality-Weighted-Vendi-Score
Dieng
Garnett
https://proceedings.mlr.press/v235/liu24az.html
Materials Science
Computational Methods
Neural networks
Generative models
https://github.com/PrincetonLIPS/MaM
Adams