Tag: drug discovery
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How Quantum Computing Will Reshape AI and Enterprise Technology
Quantum computing is on a trajectory to become one of the most important accelerators of artificial intelligence, not by replacing classical systems, but by augmenting them in areas where today’s hardware and algorithms hit hard limits. Over the next decade, the organizations that understand and adopt hybrid quantum–AI workflows will gain a structural advantage in…
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Beyond Bond Graphs: How Geometric Deep Learning Is Rewriting the Rules of Molecular Design
Geometric deep learning is rapidly transforming how scientists design molecules, offering a fundamentally new way to think about drug discovery: not as a 2D graph problem, but as a full 3D geometric learning task grounded in physics and symmetry. By encoding molecules and their interactions as structured geometric objects—graphs in 3D space, surfaces, and manifolds—researchers…