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Quantum Biology Using Ultrafast Integrative and Molecular Engineering Tools: A Perspective
Krishna Prasad Khakurel1, Gustavo Fuertes2, Gabriel Žoldák3
1Extreme Light Infrastructure ERIC, Za Radnici 835, 25241 Dolni Brezany, Czechia.
Computational and Structural Biotechnology Journal
|April 9, 2026
Summary
Quantum biology explores quantum effects in living systems. New ultrafast techniques and machine learning aid in validating these quantum events in biology.
Area of Science:
- Interdisciplinary field integrating physics, chemistry, biology, and mathematics to study quantum mechanics in living organisms.
Background:
- Historically, quantum phenomena like entanglement and tunneling were confined to physical sciences.
- Emerging evidence indicates the significant role of quantum effects within biological systems.
- Advancements in ultrafast spectroscopy have been crucial for understanding quantum biology.
Purpose of the Study:
- To highlight the importance of quantum-mechanical effects in biological systems.
- To emphasize the role of advanced experimental techniques in validating quantum events.
- To explore the potential of machine learning in identifying and testing quantum phenomena in biology.
Main Methods:
- Utilizing ultrafast structural techniques, including X-ray free-electron lasers and ultrafast electron diffraction (scattering).
- Complementing structural data with ultrafast optical spectroscopy methods.
- Leveraging machine learning for protein structure prediction and engineering.
Main Results:
- Recent evidence suggests quantum phenomena are present and influential in biological systems.
- Ultrafast techniques provide powerful tools to observe and validate quantum events.
- Machine learning offers new avenues for targeted investigation of quantum effects.
Conclusions:
- Quantum biology is a rapidly advancing field with significant implications for understanding life.
- Integrative ultrafast methods are essential for demonstrating and validating quantum events in biology.
- Machine learning advancements can accelerate the discovery and testing of quantum effects in biological contexts.
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