Spectra-Scope : A toolkit for automated and interpretable characterization of material properties from spectral data
Fuente:
arXiv
Saved in:
| Main Authors: | Johnson, Amalya C., Fajardo, Chris, Sansguiri, Leena, Ye, Weike, Torrisi, Steven B. |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Short-Range Order and Li$_x$TM$_{4-x}$ Probability Maps for Disordered Rocksalt Cathodes
by: Liu, Tzu-chen, et al.
Published: (2025)
by: Liu, Tzu-chen, et al.
Published: (2025)
Interpretable Multimodal Machine Learning Analysis of X-ray Absorption Near-Edge Spectra and Pair Distribution Functions
by: Narong, Tanaporn Na, et al.
Published: (2024)
by: Narong, Tanaporn Na, et al.
Published: (2024)
Extreme Thermal Insulation in Nano-Bubble Wrap Materials
by: Johnson, Amalya C., et al.
Published: (2025)
by: Johnson, Amalya C., et al.
Published: (2025)
GARFIELD, a toolkit for interpreting ultrafast electron diffraction data of imperfect quasi-single crystals
by: Marx, Alexander, et al.
Published: (2024)
by: Marx, Alexander, et al.
Published: (2024)
AIMD-L: An automated laboratory for high-throughput characterization of structural materials for extreme environments
by: Hufnagel, Todd C., et al.
Published: (2026)
by: Hufnagel, Todd C., et al.
Published: (2026)
Tailored ordering enables high-capacity cathode materials
by: Liu, Tzu-chen, et al.
Published: (2025)
by: Liu, Tzu-chen, et al.
Published: (2025)
A tomographic interpretation of structure-property relations for materials discovery
by: Ortega-Ochoa, Raul, et al.
Published: (2025)
by: Ortega-Ochoa, Raul, et al.
Published: (2025)
Anomalous Reversal of Stability in Mo-containing Oxides: A Difficult Case Exhibiting Sensitivity to DFT+U and Distortion
by: Liu, Tzu-chen, et al.
Published: (2025)
by: Liu, Tzu-chen, et al.
Published: (2025)
VibroML: an automated toolkit for high-throughput vibrational analysis and dynamic instability remediation of crystalline materials using machine-learned potentials
by: Gouvêa, Rogério Almeida, et al.
Published: (2026)
by: Gouvêa, Rogério Almeida, et al.
Published: (2026)
Enhanced second-harmonic generation from WS$_2$/ReSe$_2$ heterostructure
by: Shaikh, Kanchan, et al.
Published: (2025)
by: Shaikh, Kanchan, et al.
Published: (2025)
Inelastic Constitutive Kolmogorov-Arnold Networks: A generalized framework for automated discovery of interpretable inelastic material models
by: Ji, Chenyi, et al.
Published: (2026)
by: Ji, Chenyi, et al.
Published: (2026)
aim2dat: A Python infrastructure for automated ab initio material modeling and data analysis
by: Saßnick, Holger-Dietrich, et al.
Published: (2026)
by: Saßnick, Holger-Dietrich, et al.
Published: (2026)
Autonomous synthesis of thin film materials with pulsed laser deposition enabled by in situ spectroscopy and automation
by: Harris, Sumner B., et al.
Published: (2023)
by: Harris, Sumner B., et al.
Published: (2023)
Non-smooth optimization meets automated material model discovery
by: Flaschel, Moritz, et al.
Published: (2025)
by: Flaschel, Moritz, et al.
Published: (2025)
Predicting the Curie temperature of magnetic materials with automated calculations across chemistries and structures
by: Brännvall, Marian Arale, et al.
Published: (2024)
by: Brännvall, Marian Arale, et al.
Published: (2024)
Large language model-enabled automated data extraction for concrete materials informatics
by: Li, Zhanzhao, et al.
Published: (2026)
by: Li, Zhanzhao, et al.
Published: (2026)
Learning interpretable surface elasticity properties from bulk properties
by: Desai, Saaketh, et al.
Published: (2025)
by: Desai, Saaketh, et al.
Published: (2025)
Emergent properties and the multiscale characterization challenge in condensed matter, from crystals to complex materials: a Review
by: Nocerino, Elisabetta
Published: (2025)
by: Nocerino, Elisabetta
Published: (2025)
Determining the complex second-order optical susceptibility in macroscale van der Waals heterobilayers
by: Zhu, Zeyuan, et al.
Published: (2025)
by: Zhu, Zeyuan, et al.
Published: (2025)
Optical properties of popular dielectric substrate materials in a wide spectral range from far-infrared to ultraviolet
by: Kim, Minjae, et al.
Published: (2025)
by: Kim, Minjae, et al.
Published: (2025)
Analysis of misidentifications in TEM characterization of perovskite material
by: Deng, Yu-Hao
Published: (2020)
by: Deng, Yu-Hao
Published: (2020)
A closed-loop AI framework for hypothesis-driven and interpretable materials design
by: Ji, Kangyu, et al.
Published: (2025)
by: Ji, Kangyu, et al.
Published: (2025)
PyAPX: Python toolkit for atomic configuration pattern exploration
by: Kusaba, Akira, et al.
Published: (2025)
by: Kusaba, Akira, et al.
Published: (2025)
Autonomous interpretation of atomistic scattering data
by: Anker, Andy S., et al.
Published: (2025)
by: Anker, Andy S., et al.
Published: (2025)
From electrons to phase diagrams with classical and machine learning potentials: automated workflows for materials science with pyiron
by: Menon, Sarath, et al.
Published: (2024)
by: Menon, Sarath, et al.
Published: (2024)
Topological characterization of rearrangements in amorphous solids
by: Desmarchelier, Paul, et al.
Published: (2024)
by: Desmarchelier, Paul, et al.
Published: (2024)
Cross-scale covariance for material property prediction
by: Jasperson, Benjamin A., et al.
Published: (2024)
by: Jasperson, Benjamin A., et al.
Published: (2024)
Computational toolkit for predicting thickness of 2D materials using machine learning and autogenerated dataset by large language model
by: Ekuma, Chinedu
Published: (2024)
by: Ekuma, Chinedu
Published: (2024)
Towards an automated workflow in materials science for combining multi-modal simulative and experimental information using data mining and large language models
by: Katzer, Balduin, et al.
Published: (2025)
by: Katzer, Balduin, et al.
Published: (2025)
Spectra and pseudospectra in the evaluation of material stability in phase field schemes
by: Benzi, Michele, et al.
Published: (2024)
by: Benzi, Michele, et al.
Published: (2024)
Automated laboratory x-ray diffractometer and fluorescence spectrometer for high-throughput materials characterization
by: Park, Hyun Sang, et al.
Published: (2025)
by: Park, Hyun Sang, et al.
Published: (2025)
Datatractor: Metadata, automation, and registries for extractor interoperability in the chemical and materials sciences
by: Evans, Matthew L., et al.
Published: (2024)
by: Evans, Matthew L., et al.
Published: (2024)
CLAMM: a spin CLuster expansion--Monte Carlo toolkit for Alloys and Magnetic Materials
by: Blankenau, Brian, et al.
Published: (2025)
by: Blankenau, Brian, et al.
Published: (2025)
Direct Exfoliation of Nanoribbons from Bulk van der Waals Crystals
by: Saunders, Ashley P., et al.
Published: (2024)
by: Saunders, Ashley P., et al.
Published: (2024)
Database and deep-learning scalability of anharmonic phonon properties by automated brute-force first-principles calculations
by: Ohnishi, Masato, et al.
Published: (2025)
by: Ohnishi, Masato, et al.
Published: (2025)
XxaCT-NN: Structure Agnostic Multimodal Learning for Materials Science
by: Subramanian, Jithendaraa, et al.
Published: (2025)
by: Subramanian, Jithendaraa, et al.
Published: (2025)
Multi-block chemometric approaches to the unsupervised spectral characterization of geological samples
by: Galindo-Prieto, Beatriz, et al.
Published: (2024)
by: Galindo-Prieto, Beatriz, et al.
Published: (2024)
Incorporating quasiparticle and excitonic properties into material discovery
by: Biswas, Tathagata, et al.
Published: (2024)
by: Biswas, Tathagata, et al.
Published: (2024)
UniMat: Unifying Materials Embeddings through Multi-modal Learning
by: Ock, Janghoon, et al.
Published: (2024)
by: Ock, Janghoon, et al.
Published: (2024)
PTST: A polar topological structure toolkit and database
by: Du, Guanshihan, et al.
Published: (2025)
by: Du, Guanshihan, et al.
Published: (2025)
Similar Items
-
Short-Range Order and Li$_x$TM$_{4-x}$ Probability Maps for Disordered Rocksalt Cathodes
by: Liu, Tzu-chen, et al.
Published: (2025) -
Interpretable Multimodal Machine Learning Analysis of X-ray Absorption Near-Edge Spectra and Pair Distribution Functions
by: Narong, Tanaporn Na, et al.
Published: (2024) -
Extreme Thermal Insulation in Nano-Bubble Wrap Materials
by: Johnson, Amalya C., et al.
Published: (2025) -
GARFIELD, a toolkit for interpreting ultrafast electron diffraction data of imperfect quasi-single crystals
by: Marx, Alexander, et al.
Published: (2024) -
AIMD-L: An automated laboratory for high-throughput characterization of structural materials for extreme environments
by: Hufnagel, Todd C., et al.
Published: (2026)