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1
Modeling glasses from first-principles using random structure sampling
2
Towards MatCore: A Unified Metadata Standard for Materials Science
3
Complex Thermoelectric Transport in Bi-Sb Alloys
4
Basin-Size Mapping: Prediction of Metastable Polymorph Synthesizability Across TaC–TaN Alloys
5
AI-Ready Data: Knowledge Extraction from Archival Lab Notebooks
6
LLM4Mat-Bench: Benchmarking Large Language Models For Materials Property Prediction.
7
MOFs to enhance green NH3 synthesis in plasma reactors: hierarchical computational screening enhanced by iterative machine learning
8
Multiple defect states engineering towards high thermoelectric performance in GeTe-based materials
9
High Temperature Phase Transformations and Superprotonic Conductivity in Cs2(HSeO4)(H2PO4)
10
Diversity-driven, efficient exploration of a MOF design space to optimize MOF properties: application to NH3 adsorption
11
Active learning of alchemical adsorption simulations; towards a universal adsorption mode
12
Automated Discovery of Reprogrammable Nonlinear Dynamic Metamaterials
13
DimBridge: Interactive Explanation of Visual Patterns in Dimensionality Reductions with Predicate Logic
14
Recyclable All-in-One Organo-Photo-Auxiliaries Enabling (sp3)C−(sp3)C Coupling Reactions with Diverse Functionalities
15
Enhancing Semantic Interoperability Across Materials Science With HIVE4MAT
16
Beware of Validation by Eye: Visual Validation of Linear Trends in Scatterplots
17
Coupling form-finding methods for efficient structural shape optimization via gradient descent
18
The effect of geometric tiling parameters on the stiffness of a rotational kirigami system
19
Apparatus for the room temperature measurement of low field Nernst and magneto-Seebeck coefficients
20
All "Roads" Lead to Rocksalt
21
Probabilistic Prediction of Material Stability: Integrating Convex Hulls into Active Learning
22
Resolving local ordering and structure in MnxGe1−x Te alloys through thermodynamic ensembles of pair distribution functions
23
Quality-Weighted Vendi Scores And Their Application To Diverse Experimental Design
24
Generative Marginalization Models
25
Exploratory analysis of a crowdsourcing metadata tool for building terminological consensus in civil engineering
26
Research Evolution of Metal Organic Frameworks: A Scientometric Approach with Human-in-the-loop
27
Into the Void: Single Nanopore in Colloidally Synthesized Bi2Te3 Nanoplates with Ultralow Lattice Thermal Conductivity
28
Uncovering Fast Solid-Acid Proton Conductors Based on Dynamics of Polyanion Groups and Proton Bonding Strength
29
Guided By AI: Navigating Trust, Bias, and Data Exploration in AI-Guided Visual Analytics
30
Fiber Monte Carlo
31
Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine Learning
85 rows
DOI
Category
Keywords
Code
Research Group
Publication Date
https://doi.org/10.1063/5.0243888
Materials Science
Representations
Uncertainty analysis
Toberer
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://doi.org/10.1021/jacs.4c15441
Materials Science
Chemistry
Alloys
DFT
Synthesis
Free energy landscapes
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
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://doi.org/10.1016/j.cej.2024.156250
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
Dieng
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
https://github.com/tiga1231/dim-bridge
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
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
https://doi.org/10.1016/j.autcon.2024.105627
Engineering
Data Science
Form-finding
Knowledge structures
Metadata
FAIR
Adriaenssens
Greenberg
https://doi.org/10.2478/jdis-2024-0019
Materials Science
Data Science
Metal-organic frameworks
Metadata
Natural language processing
Gomez-Gualdron
Greenberg
Uribe-Romo
https://doi.org/10.1021/acs.chemmater.4c01092
Materials Science
Chemistry
Thermoelectric materials
Synthesis
Toberer
https://doi.org/10.1039/D4EE01219D
Materials Science
Computational Methods
Superionic conductors
Ion transport
DFT
Computational chemistry
High-throughput screening
Haile
https://doi.org/10.1111/cgf.15108
Data Science
Active search
Inference
Visual analytics
User interface design
Ottley
https://openreview.net/forum?id=sP1tCl2QBk
Computational Methods
Automatic differentiation
Monte Carlo methods
Adams
https://proceedings.mlr.press/v238/pasarkar24a/pasarkar24a.pdf
Data Science
Diversity metrics
Search methods
https://github.com/vertaix/Vendi-Score
Dieng