Publication Title
1
Apparatus for the room temperature measurement of low field Nernst and magneto-Seebeck coefficients
2
Resolving local ordering and structure in MnxGe1−x Te alloys through thermodynamic ensembles of pair distribution functions
3
Quality-Weighted Vendi Scores And Their Application To Diverse Experimental Design
4
Generative Marginalization Models
5
Exploratory analysis of a crowdsourcing metadata tool for building terminological consensus in civil engineering
6
Research Evolution of Metal Organic Frameworks: A Scientometric Approach with Human-in-the-loop
7
Guided By AI: Navigating Trust, Bias, and Data Exploration in AI-Guided Visual Analytics
8
Fiber Monte Carlo
9
Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine Learning
10
A Rapid and Automated Computational Approach to the Design of Multistable Soft Actuators
11
An Integrated Digital Design and Construction Approach for Falsework-Minimal Masonry Vaults
12
Vegard's law in multivariate libraries of porous interpenetrated zirconia organic frameworks
13
Characterizing Semantic Ambiguity of the Materials Science Ontologies
14
Leveraging Language Representation for Materials Exploration and Discovery
15
Alloying-Induced Structural Transition in the Promising Thermoelectric Compound CaAgSb
16
Mechanistically Guided Materials Chemistry: Synthesis of Ternary Nitrides,CaZrN2 and CaHfN2
17
Investigating Data Reusability in Density Functional Theory Studies
18
When LLM Meets Material Science: An Investigation on MOF Synthesis Labeling
19
The Behavior and Convergence of Local Bayesian Optimization
20
Knowledge Graphs in Practice: Characterizing their Users,Challenges,and Visualization Opportunities
21
Electrospray synthesis and in-situ sizing of nanoparticulate CsH2PO4
22
Gradient-based Dovetail Joint Shape Optimization for Stiffness
23
More Stiffness with Less Fiber: End-to-End Fiber Path Optimization for 3d Printed Composites
24
Experimental and Numerical Characterization of a Rotational Kirigami System
25
Knowledge Graph Question Answering for Materials Science (KGQA4MAT)
26
Metadata for Scientific Experiment Reporting: A Case Study in Metal-Organic Frameworks
27
What exactly is an insight? a literature review.
28
What Do We Mean When We Say “Insight”? A Formal Synthesis of Existing Theory
29
Vendi Sampling For Molecular Simulations: Diversity As A Force For Faster Convergence and Better Exploration
30
Superprotonic conductivity in RbH2−3y(PO4)1−y: a phosphate deficient analog to cubic CsH2PO4 in the (1 − x)RbH2PO4 – xRb2HPO4 system
31
JAX FDM: A differentiable solver for inverse form finding
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DOI
Category
Keywords
Code
Research Group
Publication Date
https://doi.org/10.1063/5.0222406
Engineering
Materials Science
Mechanical properties
Thermoelectric materials
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/10.1111/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
https://doi.org/10.1016/j.cpc.2024.109090
Engineering
Computational Methods
Multistability
Inverse design
Optimization
JAX
https://github.com/PrincetonLIPS/Varmint/tree/main/projects/multistability
Adams
https://doi.org/10.1016/j.istruc.2024.106428
Engineering
Computational Methods
Form-finding
Mechanical properties
Structural Modeling
Lattices
Non-linear response
Automatic differentiation
Gradient-based methods
JAX
Inverse design
Optimization
Adriaenssens
https://doi.org/10.1039/D4QI00354C
Materials Science
Chemistry
Metal-organic frameworks
Porous Materials
Reticular Chemistry
Chemical structure
Crystallography
Uribe-Romo
https://doi.org/10.5771/9783987400476-129
Data Science
Knowledge structures
Metadata
Representations
FAIR
Greenberg
https://doi.org/10.1038/s41524-024-01231-8
Materials Science
Data Science
Thermoelectric materials
Enhanced Sampling
Natural language processing
Representations
https://github.com/ertekin-research-group/Material_Recommender
Ertekin
Toberer
https://doi.org/10.1021/acs.chemmater.3c02621
Materials Science
Chemistry
Alloys
Thermoelectric materials
Phase transitions
Synthesis
Ertekin
Toberer
https://doi.org/10.1021/jacs.3c12114
Materials Science
Chemistry
Synthesis
Free energy landscapes
Phase transitions
Computational chemistry
Toberer
https://doi.org/10.1109/BigData59044.2023.10386967
Data Science
Knowledge structures
Metadata
FAIR
Ertekin
Greenberg
https://doi.org/10.1109/BigData59044.2023.10386438
Materials Science
Data Science
Metal-organic frameworks
Natural language processing
Knowledge extraction
Gomez-Gualdron
Greenberg
Uribe-Romo
https://proceedings.neurips.cc/paper_files/paper/2023/hash/e8f4eae0a41cab67fdead3aa6b77f083-Abstract-Conference.html
Computational Methods
Bayesian methods
Optimization
https://github.com/kayween/local-bo-convergence
Garnett
https://doi.org/10.1109/TVCG.2023.3326904
Data Science
Knowledge structures
Visual analytics
User interface design
Chang
https://doi.org/10.1080/02786826.2023.2279528
Engineering
Materials Science
Electrochemistry
Superionic conductors
Ion transport
Haile
https://doi.org/10.1145/3623263.3623364
Computational Methods
Mechanical properties
Gradient-based methods
Optimization
Adams
https://doi.org/10.1145/3623263.3623356
Computational Methods
Finite element modeling
Mechanical properties
Gradient-based methods
Optimization
https://doi.org/10.1016/j.tws.2023.111123
Engineering
Finite element modeling
Mechanical properties
Structural Modeling
Kirigami systems
Lattices
Non-linear response
Adriaenssens
https://doi.org/10.48550/arXiv.2309.11361
Materials Science
Data Science
Metal-organic frameworks
Knowledge extraction
Knowledge structures
Natural language processing
https://github.com/kgqa4mat/KGQA4MAT
Gomez-Gualdron
Greenberg
Uribe-Romo
https://doi.org/10.48550/arXiv.2310.12417
Materials Science
Data Science
Metal-organic frameworks
Synthesis
Metadata
Knowledge extraction
Natural language processing
Gomez-Gualdron
Greenberg
Uribe-Romo
https://doi.org/10.1109/VIS54172.2023.00027
Data Science
Inference
Visual analytics
Ottley
https://doi.org/10.1109/TVCG.2023.3326698
Data Science
Representations
Visual analytics
https://observablehq.com/@leibatt/pyxis-objective
Ottley
https://doi.org/10.1063/5.0166172
Chemistry
Data Science
Computational chemistry
Enhanced Sampling
Diversity metrics
https://github.com/vertaix/Vendi-Sampling
Dieng
https://doi.org/10.1039/D3MH00852E
Materials Science
Chemistry
Superionic conductors
Phase transitions
Ion transport
Chemical structure
Crystallography
Haile
https://doi.org/10.48550/arXiv.2307.12407
Engineering
Computational Methods
Form-finding
Lattices
Automatic differentiation
Gradient-based methods
JAX
Inverse design
Optimization
https://github.com/arpastrana/jax_fdm
Adams
Adriaenssens