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
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 0 352
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 0 528
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 0 275
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
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 0 2233
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 0 2926
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 0 715
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 0 1122
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 0 1045
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
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 0 473
