Maciej P. Polak

According to our database, Maciej P. Polak authored at least 4 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Beyond designer's knowledge: Generating materials design hypotheses via large language models.

Quanliang Liu, Maciej P. Polak, So Yeon Kim, MD Al Amin Shuvo, Hrishikesh Shridhar Deodhar, Jeongsoo Han, Dane Morgan, Hyunseok Oh

CoRR, 2024

Regression with Large Language Models for Materials and Molecular Property Prediction.

Ryan Jacobs, Maciej P. Polak, Lane E. Schultz, Hamed Mahdavi, Vasant G. Honavar, Dane Morgan

CoRR, 2024

2023

Extracting Accurate Materials Data from Research Papers with Conversational Language Models and Prompt Engineering - Example of ChatGPT.

Maciej P. Polak, Dane Morgan

CoRR, 2023

Flexible, Model-Agnostic Method for Materials Data Extraction from Text Using General Purpose Language Models.

Maciej P. Polak, Shrey Modi, Anna Latosinska, Jinming Zhang, Ching-Wen Wang, Shanonan Wang, Ayan Deep Hazra, Dane Morgan

CoRR, 2023