Blog Posts | Joshua Berkowitz

25 Articles

Computer Science ×

Paving the Way for Room Temperature Quantum Information Exchange

Joshua Berkowitz

Paving the Way for Room Temperature Quantum Information Exchange

Superconducting qubits stand as a frontrunner in the race to build practical quantum computers , having demonstrated computational advantages over classical systems even amidst inherent noise. However...

Computer Science Quantum

Apr 23, 2025

0 363

Research Reviews

Introducing SALTY an Explainable AI for Hardware Trojan Detection

Joshua Berkowitz

Introducing SALTY an Explainable AI for Hardware Trojan Detection

In an era defined by globally distributed supply chains and the increasing reliance on third-party intellectual property (IP) in semiconductor design, the threat of maliciously inserted hardware Troja...

Artificial Intelligence Computer Science

Apr 16, 2025

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Research Reviews

SpyCraft: Non-Contact Sound Recovery with Event Cameras and Deep Learning

Joshua Berkowitz

SpyCraft: Non-Contact Sound Recovery with Event Cameras and Deep Learning

Today we take a look at some research straight out of Mission Impossible! The ability to recover sound from surfaces and objects. The new method suggests higher fidelity recovery is possible from pota...

Artificial Intelligence Computer Science

Apr 9, 2025

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Research Reviews

Automated Drug Discovery using Multifidelity Bayesian Optimization

Joshua Berkowitz

Automated Drug Discovery using Multifidelity Bayesian Optimization

This research introduces a multifidelity Bayesian optimization (MF-BO) approach to accelerate the automated discovery of drug molecules by effectively leveraging experimental data of varying costs and...

Chemistry Computer Science NIH Funded

Apr 6, 2025

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Research Reviews

Joshua Berkowitz

Advances in Automating General Science Discovery with Ai

What if you could develop an automated system capable of conducting the entire scientific research process in order to discover new knowledge across a wide variety of domains? Well that's exactly what...

Artificial Intelligence Computer Science

Mar 31, 2025

0 759

Research Reviews

Joshua Berkowitz

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

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Research Reviews

Joshua Berkowitz

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

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Research Reviews

Joshua Berkowitz

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

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Research Reviews

Joshua Berkowitz

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

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Research Reviews

Joshua Berkowitz

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

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Research Reviews

Joshua Berkowitz

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

0 616

Research Reviews

Joshua Berkowitz

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

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Research Reviews

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