Blog Posts | Joshua Berkowitz

25 Articles

drug discovery ×

AI Is Fast-Tracking Precision Antibiotics for a Healthier Gut

Thanks to innovative research from MIT’s CSAIL and McMaster University, researchers are leveraging a generative AI model to rapidly decoded how a novel antibiotics work, opening the door to targeted t...

antibiotics artificial intelligence drug discovery gut health inflammatory bowel disease machine learning microbiome precision medicine

Oct 6, 2025

0 2090

News

How AI Agents Are Changing Scientific Research Workflows

What if you could hand off the repetitive but essential tasks of research like data curation, code writing, or hypothesis testing, to an intelligent digital assistant? AI agents are making this scenar...

AI agents automation collaboration drug discovery large language models research tools scientific research

Oct 6, 2025

0 2684

News

NIH Unveils SOM Center: Pioneering Standardized Organoid Research

The National Institutes of Health is reshaping the landscape of biomedical research with the launch of the Standardized Organoid Modeling (SOM) Center, the nation’s first dedicated hub for organoid de...

animal alternatives artificial intelligence biomedical research drug discovery NIH organoids preclinical models standardization

Sep 26, 2025

0 5709

News

Reimagining Metastatic Brain Cancer: Block Biosciences and the Preventive Revolution

For decades, metastatic brain cancer has been an almost insurmountable hurdle for oncologists and patients alike. With survival odds notoriously low, the diagnosis has often meant heartbreak and limit...

biotechnology brain cancer drug discovery McMaster University metastasis oncology preventive medicine

Sep 18, 2025

0 385

News

CRISPR and AI Are Revolutionizing Ebola Drug Discovery

Halting a deadly virus like Ebola may seem impossible without targeting the virus directly. Yet, researchers at the Broad Institute of MIT and Harvard, in partnership with Boston University’s NEIDL, h...

Broad Institute CRISPR drug discovery Ebola host factors imaging technology machine learning virus research

Aug 27, 2025

0 825

News

MIT's New AI Model For Molecular Solubility Prediction

Designing drugs and chemicals has always hinged on one major challenge: accurately predicting how molecules dissolve in various solvents. Thanks to MIT chemical engineers, a new machine learning model...

AI models chemical engineering drug discovery green chemistry machine learning pharmaceuticals solubility sustainability

Aug 20, 2025

0 1232

News

ChemXploreML: Breaking Barriers in Chemical Property Prediction with User-Friendly Machine Learning

Predicting a molecule’s boiling point, melting point, or pressure once demanded extensive experiments and deep programming skills. Now, thanks to ChemXploreML, a desktop application developed at MIT, ...

chemical properties chemistry drug discovery machine learning open source research tools software

Jul 26, 2025

0 1474

News

Hybrid Quantum-Classical Algorithms: Transforming Molecular Simulations for Drug Discovery and Materials Science

Predicting complex chemical reactions has long challenged scientists, especially when speed and accuracy are critical. Recent advances are reshaping this landscape. Researchers have unveiled a hybrid ...

drug discovery error mitigation GPU acceleration hybrid algorithms molecular simulation quantum chemistry quantum computing transition metal complexes

Jul 25, 2025

0 1595

Papers

How AI Is Transforming Drug Discovery: The Robin System’s Leap Forward

Artificial intelligence is rapidly redefining the way new medications are discovered. Imagine a process where AI sifts through endless scientific literature, uncovers hidden links, and guides research...

AI automation drug discovery drug repurposing literature synthesis multi-agent systems RNA-seq therapeutics

Jul 10, 2025

0 2992

Quick Research Reviews

Bullfrog AI and Sygnature Discovery Are Redefining Drug Discovery with Explainable AI

The pharmaceutical landscape is undergoing a seismic shift. For decades, soaring research costs and protracted development timelines have plagued the industry, all while most experimental drugs never ...

AI biotechnology CRO digital health drug discovery explainable AI pharmaceutical strategic partnership

Jul 5, 2025

0 1265

News

Introducing SyntheMol-RL An Antibiotic Discovery Powered by Artificial Intelligence

The escalating crisis of antibiotic resistance presents one of the most urgent threats to global public health, with millions of deaths linked to drug-resistant bacterial infections annually. Among th...

Artificial Intelligence Chemistry drug discovery

Jun 24, 2025

0 4664

Research Reviews

How CACTUS Bridges AI and Cheminformatics for Accelerated Molecular Discovery

Recent breakthroughs in artificial intelligence promise to revolutionize drug discovery, yet most language models struggle with the complexity of chemistry. CACTUS, a new open-source agent, aims to ch...

AI agents cheminformatics drug discovery large language models molecular analysis open source prompt engineering

Jun 21, 2025

0 2453

Quick Research Reviews

1
2
3

Get All The Latest Research & News!

Subscribe

Our latest content

Check out what's new !

See all

Ads

Prompt Maker Image Generator

Struggling with the perfect AI image prompt? My free app helps you generate brilliant ideas and instantly creates an image to match. Go from concept to creation in two clicks!

Most Popular Articles

Check out what the hot topics are!

See all

Every shirt tells a story—and every story

#ClothingForACause