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QuantumCURE Pro™ Server Node: AI-accessible Computational Cancer Drug Discovery Infrastructure.


Drug Discovery Before Computers — And Why We’re Entering a New Era
I come from the old era of computing. I started with a clone PC back in the 80s, then upgraded to an IBM PC/AT with 640k RAM and a whopping 10 MB HD. It is still sitting in my closet, and I love to look at it sometimes. Now, 40 years later, I am designing a Cancer Drug Discovery in my back office using a modern PC. Just out of curiosity, I did some research on old drug-discovery systems/methods before PCs and wrote this post. So, from the 1960s to the 1980s, long before tool

mansour ansari
Jan 214 min read


My Citizen Scientist Engine Just Passed 478,808 Compounds – And the Hit Rate Is Exactly What I Hoped For
As of today, I have quietly moved 478,808 virtual Compounds through a quantum-enhanced drug discovery machine in my back office in Oklahoma. Today I hit a nice milestone on the Citizen Scientist page of QuantumCURE Pro™ and the numbers made me smile, so I’m sharing them. The Raw Numbers Compounds processed (Citizen Scientist): 478,808 Compounds that made it into the Golden List: 30 Hit rate: What does that mean? In industry, typical virtual screening or HTS hit rates ar

mansour ansari
Dec 5, 20254 min read


From Tools to Factory: Why I Built QuantumCURE Differently
Companies like Schrödinger and Atomwise have incredible platforms, but their primary business is selling software and partnering with major pharmaceutical companies. They provide powerful tools and co-discovery services; their partners own most of the downstream pipeline and wet-lab risk. Schrödinger+1 I built QuantumCURE with a different mission: not just to rank molecules, but to actually walk a set of compounds all the way into a wet list I own and can defend . In less t

mansour ansari
Nov 14, 20252 min read


From Randomness to QuantumCURE Pro™ and a Cloud of Entropy
Let's Dock! It’s been a long, astonishing road since November 2024.That’s when I decided — half out of curiosity, half out of stubbornness — to see if I could connect a quantum random number generator on my desk to a cloud-based drug discovery engine that could actually help find new medicines. I didn’t have a corporate lab, a research team, or venture funding. I still don't although I am looking for some to expand and scale up this cool engine I have created. Back then, ju

mansour ansari
Oct 17, 20254 min read


From Garage PCs to Quantum Drug Discovery: My Journey Into the Molecular Frontier
By Mansour Ansari — Founder, QuantumLaso LLC I’ve been really busy these days. Not bad for a retired software engineer who officially...

mansour ansari
Oct 12, 20254 min read


From Tornado Prophecies to Cancer Cures: The Quantum Pipeline That Connects It All
A new Drug for Cancer? While immersed in my https://quantumtornado.org/ project — a system designed to predict tornadoes by injecting...

mansour ansari
Jul 18, 20254 min read
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