Publications
Select Publications
Thematic Deep Dives (Divulgative)
T. Menara, D. Taraborelli, “Where does AI fit in the therapeutics discovery equation?”
ARTIS Ventures Blog, Mar 2023 · [online]
Book Chapters
“Control for Societal-scale Challenges: Road Map 2030”
Eds. A. M. Annaswamy, K. H. Johansson, and G. J. Pappas
IEEE Control Systems Society Publication, 2023 · [online]
Journal Papers
M. McCreesh, T. Menara, J. Cortes
“Sufficient Conditions for Oscillations in Competitive Linear-Threshold Brain Networks”
IEEE Control Systems Letters, vol. 7, pp. 2886-2891, Jun 2023 · [online] [pdf]
X. He, L. Caciagli, L. Parkes, J. Stiso, T. M. Karrer, J. Z. Kim, Z. Lu, T. Menara, F. Pasqualetti, M. R. Sperling, J. I. Tracy , D. S. Bassett
“Uncovering the biological basis of control energy: Structural and metabolic correlates of energy inefficiency in temporal lobe epilepsy”
Science Advances, vol. 8, no. 45, pp. eabn2293, Nov 2022 · [online] [pdf]
T. Menara, G. Baggio, D. S. Bassett, F. Pasqualetti
“Functional Control of Oscillator Networks”
Nature Communications, vol. 13, pp. 4721, Aug. 2022 ( On Nature Portfolio Engineering)
Sep. 2022: Editor's Highlights (top 50 papers in Applied Physics and Mathematics) · [online] [pdf]
Y. Qin, T. Menara, S. Ching, S. Oymak, F. Pasqualetti
“Non-Stationary Representation Learning in Sequential Linear Bandits”
IEEE Open Journal of Control Systems, vol. 1, no. 1, pp. 41-56, May 2022 · [online] [pdf]
T. Menara, Y. Qin, D. S. Bassett, F. Pasqualetti
“Relay Interactions Enable Remote Synchronization in Networks of Phase Oscillators”
IEEE Control Systems Letters, vol. 6, pp. 500-505, 2022 · [online] [pdf]
Y. Qin, T. Menara, D. S. Bassett, F. Pasqualetti
“Phase-Amplitude Couplinging in Neuronal Oscillator Networks”
Physical Review Research, vol. 3, no. 2, pp. 023218, 2021 · [online] [pdf]
U. Braun, A. Harneit, G. Pergola, T. Menara, A. Schaefer, R. F. Betzel, Z. Zang, J. I. Schweiger, K. Schwarz, J. Chen, G. Blasi, A. Bertolino, D. Durstewitz, F. Pasqualetti, E. Schwarz, A. Meyer-Lindenberg, D. S. Bassett, H. Tost
“Brain network dynamics during working memory are modulated by dopamine and diminished in schizophrenia”
Nature Communications, vol. 12, pp. 3478, Jun 2021 ( On Brain Post ) · [online] [pdf]
T. Menara, G. Lisi, F. Pasqualetti, A. Cortese
“Brain Network Dynamics Fingerprints Are Resilient to Data Heterogeneity”
Journal of Neural Engineering, vol. 18, no. 2, pp. 026004, Apr 2021 · [online] [pdf]
T. Menara, G. Baggio, D. S. Bassett, F. Pasqualetti
“Conditions for Feedback Linearization of Network Systems”
IEEE Control Systems Letters, vol. 4, no. 3, pp. 578-583, Jul 2020 · [online] [pdf]
T. Menara, G. Baggio, D. S. Bassett, F. Pasqualetti
“Stability Conditions for Cluster Synchronization in Networks of Heterogeneous Kuramoto Oscillators”
IEEE Transactions on Control of Network Systems, vol. 7, no. 1, pp. 302-314, Mar 2020 · [online] [pdf]
J. Stiso, A. N. Khambhati, T. Menara, A. E. Kahn, J. M. Stein, S. R. Das, R. Gorniak, J. Tracy, B. Litt, K. A. Davis, F. Pasqualetti, T. Lucas, D. S. Bassett
“White Matter Network Architecture Guides Direct Electrical Stimulation Through Optimal State Transitions”
Cell Reports, vol. 28, no. 10, pp. 2554-2566, Sep 2019 ( On Medium.com ) · [online] [pdf]
T. Menara, D. S. Bassett, F. Pasqualetti
“Structural Controllability of Symmetric Networks”
IEEE Transactions on Automatic Control, vol. 64, no. 9, pp. 3740-3747, Sep 2019 · [online] [pdf]
Peer-Reviewed Conference Proceedings
T. Menara, J. Cortes
“Control Strategies for Neural Populations with Rectified Activation Function”
IEEE Conference on Decision and Control, Cancun, Mexico, 2022 · [online] [pdf]
Y. Qin, T. Menara, S. Oymak, S. Ching, F. Pasqualetti
“Representation Learning for Context-Dependent Decision-Making”
American Control Conference, Atlanta, Georgia, USA, 2022 · [online] [pdf]
T. Menara, G. Baggio, D. S. Bassett, F. Pasqualetti
“A Framework to Control Functional Connectivity in the Human Brain”
IEEE Conference on Decision and Control, Nice, France, 2019
[Roberto Tempo Best Paper Award Winner] · [online] [pdf]
T. Menara, G. Baggio, D. S. Bassett, F. Pasqualetti
“Exact and Approximate Stability Conditions for Cluster Synchronization of Kuramoto Oscillators”
American Control Conference, Philadelphia, USA, 2019
[Best Student Paper Award Winner] · [online] [pdf]
T. Menara, V. Katewa, D. S. Bassett, F. Pasqualetti
“The Structured Controllability Radius of Symmetric (Brain) Networks”
American Control Conference, Milwaukee, USA, 2018 · [online] [pdf]
T. Menara, G. Bianchin, M. Innocenti, F. Pasqualetti
“On the Number of Strongly Structurally Controllable Networks”
American Control Conference, Seattle, USA, 2017 · [online] [pdf]
M. Laurino, T. Menara, A. Stella, M. Betta, A. Landi
“Procoagulant Control Strategies for the Human Blood Clotting Process”
IEEE Conference of the Engineering in Medicine and Biology Society, Milan, Italy, 2015 · [online] [pdf]
Peer-Reviewed Workshop Proceedings
Y. Qin, T. Menara, S. Oymak, S. Ching, F. Pasqualetti
“Non-Stationary Representation Learning in Sequential Multi-Armed Bandits”
ICML Workshop on Reinforcement Learning Theory, 2021 · [online] [pdf]
Posters
T. Menara, G. Baggio, D. S. Bassett, F. Pasqualetti
“Analysis and Control of Collective Dynamics in Brain Networks of Oscillators” · [E-Poster]
International Conference on Mathematical Neuroscience, Virtual, 2020
T. Menara, G. Baggio, D. S. Bassett, F. Pasqualetti
“From Cluster Synchronization of Oscillators to Functional Connectivity” · [Poster]
Computational Neuroimaging and Neuroengineering Symposium, University of California Riverside, 2018
T. Menara, Shi Gu, D. S. Bassett, F. Pasqualetti
“On Structural Controllability of Symmetric Brain Networks from One Region” · [Poster]
Workshop on Neurodynamics and Brain Control Engineering, Washington University in St. Louis, 2017