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cs.SI2026
Forecasting Conceptual Diffusion in Science: The Case of Quantum Computing
Thomas Maillart, Thibaut Chataing, David Dosu +3
Understanding and anticipating scientific change requires models that distinguish between endogenous consolidation and exogenous diffusion of scientific concepts. Using the quantum…
cs.SI2026
Explainable Forecasting of Scientific Breakthroughs from Concept Network Dynamics
Thomas Maillart, Thibaut Chataing, Ntorina Antoni +4
We introduce an explainable machine-learning approach that forecasts the structural precursors of scientific breakthroughs -- the emergence and intensification of links between res…