activity
20222024
most citedExploring Quantum Active Learning for Materials Design and Discovery

2 citations · 3 across the 9 of their papers we have counts for

collaborators

9 papers

quant-ph2024

Quantum Active Learning for Structural Determination of Doped Nanoparticles -- a Case Study of 4Al@Si

Maicon Pierre Lourenço, Mosayeb Naseri, Lizandra Barrios Herrera +4

Active learning (AL) has been widely applied in chemistry and materials science. In this work we propose a quantum active learning (QAL) method for automatic structural determinati…

quant-ph2024★ 2 cited

Exploring Quantum Active Learning for Materials Design and Discovery

Maicon Pierre Lourenço, Hadi Zadeh-Haghighi, Jiří Hostaš +4

The meeting of artificial intelligence (AI) and quantum computing is already a reality; quantum machine learning (QML) promises the design of better regression models. In this work…

quant-ph2024

Master equation-based model for infrared-based magnetometry with nitrogen-vacancy centers in diamond cavities: a path to sub-picotesla sensitivity at sub-millimeter scales

Hadi Zadeh-Haghighi, Omid Golami, Vinaya Kumar Kavatamane +2

Our study aims to increase the spatial resolution of high-sensitivity magnetometry based on singlet-transition infrared (IR) absorption using nitrogen-vacancy (NV) centers in diamo…

physics.bio-ph2024

The Radical Pair Mechanism Cannot Explain Telecommunication Frequency Effects on Reactive Oxygen Species

Owaiss Talbi, Hadi Zadeh-Haghighi, Christoph Simon

In order to investigate whether the radical pair mechanism (RPM) can explain the effects of telecommunication frequency radiation on reactive oxygen species production, we modelled…

physics.bio-ph2024

Quantum theory of a potential biological magnetic field sensor: radical pair mechanism in flavin adenine dinucleotide biradicals

Amirhosein Sotoodehfar, Rishabh, Hadi Zadeh-Haghighi +1

Recent studies in vitro and in vivo suggest that flavin adenine dinucleotide (FAD) on its own might be able to act as a biological magnetic field sensor. Motivated by these observa…

physics.bio-ph2023★ 1 cited

Radical pairs and superoxide amplification can explain magnetic field effects on planarian regeneration

Rishabh, Hadi Zadeh-Haghighi, Christoph Simon

Weak magnetic field exposure can affect many biological processes across a wide range of living organisms. Recently, it has been observed that weak magnetic fields can modulate rea…

physics.bio-ph2023

Radical Pair Model for Magnetic Field Effects on NMDA Receptor Activity

Parvathy S Nair, Hadi Zadeh-Haghighi, Christoph Simon

The N-methyl-D-aspartate receptor is a prominent player in brain development and functioning. Perturbations to its functioning through external stimuli like magnetic fields can pot…

physics.bio-ph2023

Optical polarization evolution and transmission in multi-Ranvier-node axonal myelin-sheath waveguides

Emily Frede, Hadi Zadeh-Haghighi, Christoph Simon

In neuroscience, it is of interest to consider all possible modes of information transfer between neurons in order to fully understand processing in the brain. It has been suggeste…

quant-ph2022

Hypomagnetic field effects as a potential avenue for testing the radical pair mechanism in biology

Hadi Zadeh-Haghighi, Rishabh Rishabh, Christoph Simon

Near-zero magnetic fields, called hypomagnetic fields, are known to impact biological phenomena, including developmental processes, the circadian system, neuronal and brain activit…