Papers | Joshua Berkowitz

8 Articles

artificial intelligence ×

Rapid and Automated Alloy Design with Graph Neural Network-Powered Large Language Model-Driven Multi-Agent AI

The search for new materials with enhanced mechanical properties has previously been constrained by the sheer complexity of the compositional design space. Multi-principal element alloys offer excepti...

alloy design artificial intelligence computational materials dislocation dynamics graph neural networks machine learning materials science multi-agent systems

Nov 10, 2025

0 781

Astrocytes as Memory Powerhouses: Rethinking How the Brain Stores Information

For decades, neuroscientists have believed that memories reside primarily in the connections between neurons specifically in the synaptic weights that determine how strongly one neuron influences anot...

artificial intelligence astrocytes brain research computational neuroscience dense associative memory glial cells memory neuroscience synaptic plasticity transformers

Nov 4, 2025

0 660

Deep Learning Resurrects Ancient Antibiotics: Mining Extinct Proteomes for Modern Medicine

In a groundbreaking fusion of paleobiology and artificial intelligence, researchers from the University of Pennsylvania have pioneered a revolutionary approach to combat the escalating global antibiot...

antibiotic discovery antimicrobial resistance artificial intelligence computational biology deep learning drug discovery extinct organisms machine learning molecular de-extinction paleogenomics

Nov 4, 2025

0 616

Universal Deep Research: A User-Programmable Deep Research Agent

Universal Deep Research (UDR) is a research prototype from NVIDIA Research that fundamentally rethinks how deep research agents work. Instead of hard-coding a fixed search-and-synthesis loop around on...

artificial intelligence machine learning natural language processing research agents

Sep 7, 2025

0 5753

AI-Powered Plant Materials Discovery: Large Language Models Extract Nature's Engineering Secrets

From Ancient Wisdom to Modern Innovation Plants have spent hundreds of millions of years perfecting sophisticated engineering solutions that humans are only beginning to understand. From the elegant m...

artificial intelligence bio-inspired design biomimetics large language models materials discovery plant materials retrieval augmented generation sustainability

Aug 31, 2025

0 12661

Agentic Neural Networks: Self-Evolving Multi-Agent Systems Through Textual Backpropagation

The landscape of artificial intelligence is rapidly evolving as researchers explore new ways to harness the collaborative power of multiple Large Language Models (LLMs). A groundbreaking paper from Lu...

artificial intelligence LLMs multi-agent systems neural networks optimization textual backpropagation

Aug 29, 2025

0 5027

AI Powered CRISPR: The Next Generation of Gene Editing Tools

Gene editing has relied on tools discovered in nature, but a new wave of innovation is changing how we create proteins by harnessing artificial intelligence. Scientists can now design custom CRISPR sy...

artificial intelligence CRISPR gene editing genome engineering immunogenicity precision medicine protein design synthetic biology

Aug 8, 2025

0 4851

CRISPR-GPT Is Transforming Gene-Editing Design with AI

Complex gene-editing experiments have traditionally required deep expertise and painstaking planning. Now, CRISPR-GPT is shaking up the status quo by introducing a specialized AI agent that brings pow...

artificial intelligence biomedical research CRISPR ethical AI gene editing lab automation LLM applications

Jul 25, 2025

0 11627

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