Research Reviews | Joshua Berkowitz

Research Reviews

Academic research reviews with groups around the country.

Quantum Processors Can Now Communicate Paving the Way for Distributed Quantum Networks

Quantum Processors Can Now Communicate Paving the Way for Distributed Quantum Networks

MIT researchers have developed a photon-shuttling interconnect that enables direct communication between multiple superconducting quantum processors . This advancement could overcome scalability chall...

Computer Science Quantum

Mar 26, 2025

0 176

Empowering LLMs with Tools For Drug Discovery

Empowering LLMs with Tools For Drug Discovery

This research introduces ChemCrow , an advanced Large Language Model (LLM) integrated with chemistry-specific computational tools designed to enhance the capability of handling complex chemistry tasks...

Artificial Intelligence Chemistry

Mar 24, 2025

0 275

AI Trojan Attacks: Exploiting ML Vulnerabilities in Hardware Trojan Detection

AI Trojan Attacks: Exploiting ML Vulnerabilities in Hardware Trojan Detection

The increasing reliance on globalized semiconductor supply chains has introduced serious security concerns, particularly the risk of Hardware Trojans (HTs) embedded in integrated circuits (ICs). Machi...

Artificial Intelligence Computer Science

Mar 22, 2025

0 1870

Innovations in Quantum Networking: QNodeOS Enables High-Level Programming and Multitasking on Quantum Processors

Innovations in Quantum Networking: QNodeOS Enables High-Level Programming and Multitasking on Quantum Processors

The development of quantum networks aims to enable revolutionary applications that classical communication alone cannot achieve. However, executing quantum network applications has traditionally requi...

Computer Science Quantum

Mar 19, 2025

0 319

Revolutionizing Polystyrene Recycling Through Photothermal Conversion

Revolutionizing Polystyrene Recycling Through Photothermal Conversion

The increasing accumulation of plastic waste , particularly black polystyrene, has posed significant environmental challenges due to its poor recyclability. A recent NIH funded study by Oh et al. (202...

Chemistry

Mar 18, 2025

0 341

Unveiling Gemini Embedding: Advancing Generalizable Text Representations

Unveiling Gemini Embedding: Advancing Generalizable Text Representations

Recent advancements in large language models (LLMs) have significantly improved natural language understanding, but generalizable text embeddings remain a challenge. This research by Google DeepMind i...

Artificial Intelligence Computer Science

Mar 17, 2025

0 605

Rapid Traversal of Vast Chemical Space Using Machine Learning-guided Docking Screens

Rapid Traversal of Vast Chemical Space Using Machine Learning-guided Docking Screens

The exponential growth of make-on-demand chemical libraries offers unprecedented opportunities for early drug discovery. However, screening these multi-billion-scale (potentially multi-trillion soon) ...

Chemistry Computer Science Medicine

Mar 15, 2025

0 451

Exploiting Edited Large Language Models as General Scientific Optimizers

Exploiting Edited Large Language Models as General Scientific Optimizers

Scientific optimization plays a crucial role across various domains, including mathematics, physics, and chemistry. Large Language Models (LLMs) have been increasingly used for mathematical optimizati...

Artificial Intelligence Computer Science

Mar 14, 2025

0 264

OPTIC: A Novel Machine Learning Approach to Reducing Physician Burden in Digital Communication

OPTIC: A Novel Machine Learning Approach to Reducing Physician Burden in Digital Communication

With the rapid adoption of telemedicine and patient messaging systems, healthcare providers are facing unprecedented workloads. The study O PTIC: Optimizing Patient-Provider Triaging & Improving Commu...

Computer Science Medicine

Mar 13, 2025

0 198

Training and Evaluating LLMs on Program Execution Traces

Training and Evaluating LLMs on Program Execution Traces

The research paper "What I Cannot Execute, I Do Not Understand: Training and Evaluating LLMs on Program Execution Traces" investigates enhancing large language models' (LLMs) code generation and under...

Artificial Intelligence Computer Science

Mar 12, 2025

0 561

Using Artificial Intelligence to Improve Classroom Learning Experience

Using Artificial Intelligence to Improve Classroom Learning Experience

This paper by Shadeeb Hossain explores how Artificial Intelligence (AI) can enhance classroom learning by identifying students' learning preferences and predicting academic dropout risk. The study emp...

Artificial Intelligence Computer Science

Mar 11, 2025

0 264

Alibaba Research Releases Animate Anyone 2: An Improved Character Animator with Environment Integration Using Diffusion

Alibaba Research Releases Animate Anyone 2: An Improved Character Animator with Environment Integration Using Diffusion

Anyone 2 can produce high-fidelity results that seamlessly integrate characters with the surrounding environment. Just released research from Alibaba group reviews progress in Animate Anyone 2. AA2 ma...

Computer Science

Mar 11, 2025

0 253

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