Beyond designer's knowledge: Generating materials design hypotheses via large language models
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Quanliang, Polak, Maciej P., Kim, So Yeon, Shuvo, MD Al Amin, Deodhar, Hrishikesh Shridhar, Han, Jeongsoo, Morgan, Dane, Oh, Hyunseok |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Extracting Accurate Materials Data from Research Papers with Conversational Language Models and Prompt Engineering
by: Polak, Maciej P., et al.
Published: (2023)
by: Polak, Maciej P., et al.
Published: (2023)
Leveraging Vision Capabilities of Multimodal LLMs for Automated Data Extraction from Plots
by: Polak, Maciej P., et al.
Published: (2025)
by: Polak, Maciej P., et al.
Published: (2025)
Fine-tuning a vision-language model for fracture-surface morphology recognition
by: Liu, Quanliang, et al.
Published: (2026)
by: Liu, Quanliang, et al.
Published: (2026)
Mechanical Properties of the Meninges: Large Language Model Assisted Systematic Review of over 25,000 Studies
by: Chelstrom, Brandon P., et al.
Published: (2025)
by: Chelstrom, Brandon P., et al.
Published: (2025)
Sign Gradient Descent-based Neuronal Dynamics: ANN-to-SNN Conversion Beyond ReLU Network
by: Oh, Hyunseok, et al.
Published: (2024)
by: Oh, Hyunseok, et al.
Published: (2024)
Regression with Large Language Models for Materials and Molecular Property Prediction
by: Jacobs, Ryan, et al.
Published: (2024)
by: Jacobs, Ryan, et al.
Published: (2024)
Communicating results in trials with multiple hypotheses or adaptive design features
by: Asikanius, Elina, et al.
Published: (2026)
by: Asikanius, Elina, et al.
Published: (2026)
A chemical language model for reticular materials design
by: Menon, Dhruv, et al.
Published: (2026)
by: Menon, Dhruv, et al.
Published: (2026)
Tartrate‐Assisted Ionic Layer Epitaxy for General Synthesis of 2D Nanostructures
by: Ziyi Zhang, et al.
Published: (2025)
by: Ziyi Zhang, et al.
Published: (2025)
Novel calibration design improves knowledge transfer across products for the characterization of pharmaceutical bioprocesses
by: Laura M. Helleckes, et al.
Published: (2024)
by: Laura M. Helleckes, et al.
Published: (2024)
Generative design of inorganic materials
by: Recatala-Gomez, Jose, et al.
Published: (2026)
by: Recatala-Gomez, Jose, et al.
Published: (2026)
Automating quantum feature map design via large language models
by: Sakka, Kenya, et al.
Published: (2025)
by: Sakka, Kenya, et al.
Published: (2025)
Beyond performance: How design choices shape chemical language models
by: Fender, Inken, et al.
Published: (2025)
by: Fender, Inken, et al.
Published: (2025)
Distinguished filtrations of the $0$-Hecke modules for dual immaculate quasisymmetric functions
by: Lee, So-Yeon, et al.
Published: (2025)
by: Lee, So-Yeon, et al.
Published: (2025)
Thermal transport and the impact of hydrogen adsorption in Linde Type A zeolitic imidazolate frameworks
by: Oh, Hyunseok, et al.
Published: (2025)
by: Oh, Hyunseok, et al.
Published: (2025)
Beyond Pattern Recognition: Probing Mental Representations of LMs
by: Miller, Moritz, et al.
Published: (2025)
by: Miller, Moritz, et al.
Published: (2025)
Question answering system of bridge design specification based on large language model
by: Zhang, Leye, et al.
Published: (2024)
by: Zhang, Leye, et al.
Published: (2024)
Token-Mol 1.0: Tokenized drug design with large language model
by: Wang, Jike, et al.
Published: (2024)
by: Wang, Jike, et al.
Published: (2024)
Nanophotonic device design based on large language models: multilayer and metasurface examples
by: Myungjoon Kim, et al.
Published: (2025)
by: Myungjoon Kim, et al.
Published: (2025)
Chat to chip: large language model based design of arbitrarily shaped metasurfaces
by: Huanshu Zhang, et al.
Published: (2025)
by: Huanshu Zhang, et al.
Published: (2025)
DREsS: Dataset for Rubric-based Essay Scoring on EFL Writing
by: Yoo, Haneul, et al.
Published: (2024)
by: Yoo, Haneul, et al.
Published: (2024)
Flexible, Model-Agnostic Method for Materials Data Extraction from Text Using General Purpose Language Models
by: Polak, Maciej P., et al.
Published: (2023)
by: Polak, Maciej P., et al.
Published: (2023)
The role of large language models in UI/UX design: A systematic literature review
by: Ahmed, Ammar, et al.
Published: (2025)
by: Ahmed, Ammar, et al.
Published: (2025)
Can we teach generative artificial intelligence the design language of engineered living materials?
by: Lantada, Andrés Díaz, et al.
Published: (2026)
by: Lantada, Andrés Díaz, et al.
Published: (2026)
Electronic and structural properties of group IV materials and their polytypes
by: Ziembicki, Jakub, et al.
Published: (2024)
by: Ziembicki, Jakub, et al.
Published: (2024)
Do large language models “understand” their knowledge?
by: Venkat Venkatasubramanian
Published: (2024)
by: Venkat Venkatasubramanian
Published: (2024)
Spectral synthesis with the complexity parameter
by: Deodhar, S., et al.
Published: (2026)
by: Deodhar, S., et al.
Published: (2026)
Ultra-fast Oxygen Conduction in Sillén Oxychlorides
by: Meng, Jun, et al.
Published: (2024)
by: Meng, Jun, et al.
Published: (2024)
Sustainability-informed materials design
by: Woods-Robinson, Rachel, et al.
Published: (2026)
by: Woods-Robinson, Rachel, et al.
Published: (2026)
Chatbots language design: the influence of language variation on user experience
by: Chaves, Ana Paula, et al.
Published: (2021)
by: Chaves, Ana Paula, et al.
Published: (2021)
On point and block primitive designs invariant under permutation groups
by: Saeidi, Amin
Published: (2024)
by: Saeidi, Amin
Published: (2024)
The making of abstraction. some hypotheses on money, language, and modern literature
by: Roberto Gerace
Published: (2022)
by: Roberto Gerace
Published: (2022)
Sparse array design for MIMO radar in multipath scenarios
by: Li, Xuchen, et al.
Published: (2024)
by: Li, Xuchen, et al.
Published: (2024)
Assay2Mol: large language model-based drug design using BioAssay context
by: Deng, Yifan, et al.
Published: (2025)
by: Deng, Yifan, et al.
Published: (2025)
Qwen-BIM: developing large language model for BIM-based design with domain-specific benchmark and dataset
by: Lin, Jia-Rui, et al.
Published: (2026)
by: Lin, Jia-Rui, et al.
Published: (2026)
Assembly language and processor design: an integrated project
by: Iván de Jesús Deras-Tabora
Published: (2020)
by: Iván de Jesús Deras-Tabora
Published: (2020)
A large-scale evaluation of commonsense knowledge in humans and large language models
by: Nguyen, Tuan Dung, et al.
Published: (2025)
by: Nguyen, Tuan Dung, et al.
Published: (2025)
Association of Hospitals' Experience with Bundled Payment for Care Improvement Model with the Diffusion of Acute Hospital Care at Home
by: So‐Yeon Kang
Published: (2024)
by: So‐Yeon Kang
Published: (2024)
Programmable patchy particles for materials design
by: King, Ella M., et al.
Published: (2023)
by: King, Ella M., et al.
Published: (2023)
Experiment design using prior knowledge on controllability and stabilizability
by: Shakouri, Amir, et al.
Published: (2025)
by: Shakouri, Amir, et al.
Published: (2025)
Similar Items
-
Extracting Accurate Materials Data from Research Papers with Conversational Language Models and Prompt Engineering
by: Polak, Maciej P., et al.
Published: (2023) -
Leveraging Vision Capabilities of Multimodal LLMs for Automated Data Extraction from Plots
by: Polak, Maciej P., et al.
Published: (2025) -
Fine-tuning a vision-language model for fracture-surface morphology recognition
by: Liu, Quanliang, et al.
Published: (2026) -
Mechanical Properties of the Meninges: Large Language Model Assisted Systematic Review of over 25,000 Studies
by: Chelstrom, Brandon P., et al.
Published: (2025) -
Sign Gradient Descent-based Neuronal Dynamics: ANN-to-SNN Conversion Beyond ReLU Network
by: Oh, Hyunseok, et al.
Published: (2024)