Alexander Belikov
Alexander Belikov
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Science of Science
Building a Research Digital Twin: From Reactive Management to Strategic Foresight
National research governance faces a strategic challenge: traditional metrics reward cumulative output over transformative impact, …
Nov 21, 2025
SECIHTI, Mexico
Alexander Belikov
PDF
Video
AI for the Science of Science: From Robustness to Hypothesis Generation
Science advances through the generation and validation of new ideas, yet the scale of modern research makes it difficult to assess …
Nov 20, 2025
CEIICH, Mexico
Alexander Belikov
PDF
Optimizing Research Portfolio For Semantic Impact
Citation metrics are widely used to assess academic impact but suffer from social biases, including institutional prestige and journal …
Alexander Belikov
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Dataset
Project
Source Document
Quantifying Scientific Discovery to Improve the Knowledge of Facts
The ever-increasing amount of published academic results poses a challenge in interpretation and validation of these publications and …
Dec 15, 2022
LPI, Paris
Alexander Belikov
PDF
Quantification of Scientific Discovery Process Implies Better Science
The ever-increasing amount of published science poses a challenge in interpretation and validation of these publications and the …
Sep 9, 2022
Seagate AI/ML working group (remote)
Alexander Belikov
PDF
Knowledge Graph driven Discovery
A Gentle Introduction to Knowledge Graphs
Jun 1, 2022
Alexander Belikov
PDF
Prediction of robust scientific facts from literature
The growth of published science in recent years has escalated the difficulty that human and algorithmic agents face in reasoning over …
Alexander Belikov
,
Andrey Rzhetsky
,
James Evans
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Source Document
DOI
Data on How Science Is Made Can Make Science Better
Science is an engine of innovation and economic growth and a pathway to prosperity for countries around the world. The increasing …
Jamshid Sourati
,
Alexander Belikov
,
James Evans
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