Franco Pellegrini

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All published works

Action	Title	Year	Authors
+ PDF Chat	Can Neural Networks Learn Nanoscale Friction?	2024	Mohsen Ostad Shabani Andrea Silva Franco Pellegrini Jin Wang Renato Buzio Andrea Gerbi Andrea Vanossi Alì Sadeghi Erio Tosatti
+ PDF Chat	EquiJump: Protein Dynamics Simulation via SO(3)-Equivariant Stochastic Interpolants	2024	Allan dos Santos Costa Ilan Mitnikov Franco Pellegrini Ameya Daigavane Mario Geiger Zhonglin Cao Karsten Kreis Tess Smidt Emine Küçükbenli Joseph M. Jacobson
+	Neural network interatomic potentials for open surface nano-mechanics applications	2024	Amirhossein D. Naghdi Franco Pellegrini Emine Küçükbenli Dario Massa F. J. Domínguez-Gutiérrez Efthimios Kaxiras Stefanos Papanikolaou
+	PANNA 2.0: Efficient neural network interatomic potentials and new architectures	2023	Franco Pellegrini Ruggero Lot Yusuf Shaidu Emine Küçükbenli
+	PANNA 2.0: Efficient neural network interatomic potentials and new architectures	2023	Franco Pellegrini Ruggero Lot Yusuf Shaidu Emine Küçükbenli
+	Neural Network Interatomic Potentials For Open Surface Nano-mechanics Applications	2023	Amirhossein D. Naghdi Franco Pellegrini Emine Küçükbenli Dario Massa Francisco Javier Dominguez Gutierrez Efthimios Kaxiras Stefanos Papanikolaou
+ PDF Chat	An analytic theory of shallow networks dynamics for hinge loss classification*	2021	Franco Pellegrini Giulio Biroli
+	Sifting out the features by pruning: Are convolutional networks the winning lottery ticket of fully connected ones?	2021	Franco Pellegrini Giulio Biroli
+	Sifting out the features by pruning: Are convolutional networks the winning lottery ticket of fully connected ones?	2021	Franco Pellegrini Giulio Biroli
+ PDF Chat	PANNA: Properties from Artificial Neural Network Architectures	2020	Ruggero Lot Franco Pellegrini Yusuf Shaidu Emine Küçükbenli
+ PDF Chat	An analytic theory of shallow networks dynamics for hinge loss classification	2020	Franco Pellegrini Giulio Biroli
+	A Systematic Approach to Generating Accurate Neural Network Potentials: the Case of Carbon	2020	Yusuf Shaidu Emine Küçükbenli Ruggero Lot Franco Pellegrini Efthimios Kaxiras Stefano de Gironcoli
+	Thermolubricity and the Jarzynski equality	2019	Erio Tosatti Franco Pellegrini Emanuele Panizon Giuseppe E. Santoro
+ PDF Chat	Thermally assisted lubricity and negative work tails in sliding friction	2019	Franco Pellegrini Emanuele Panizon Giuseppe E. Santoro Erio Tosatti
+	Friction anomalies at first-order transition spinodals: 1T-TaS<sub>2</sub>	2018	Emanuele Panizon Torben Marx Dirk Dietzel Franco Pellegrini Giuseppe E. Santoro André Schirmeisen Erio Tosatti
+ PDF Chat	A Markov state modeling analysis of sliding dynamics of a 2D model	2017	Martina Teruzzi Franco Pellegrini Alessandro Laio Erio Tosatti
+	Quantum Lubricity	2017	Tommaso Zanca Franco Pellegrini Giuseppe E. Santoro Erio Tosatti
+	Quantum Lubricity	2017	Tommaso Zanca Franco Pellegrini Giuseppe E. Santoro Erio Tosatti
+ PDF Chat	Markov state modeling of sliding friction	2016	Franco Pellegrini François P. Landes Alessandro Laio Santi Prestipino Erio Tosatti
+ PDF Chat	CDW slips and giant frictional dissipation peaks at the NbSe$_2$ surface	2016	Markus Langer Marcin Kisiel Rémy Pawlak Franco Pellegrini Giuseppe E. Santoro Renato Buzio Andrea Gerbi G. Balakrishnan A. Baratoff Erio Tosatti
+ PDF Chat	Charge density wave surface phase slips and non-contact nanofriction	2016	Franco Pellegrini Giuseppe E. Santoro Erio Tosatti
+	Theory of charge density wave non-contact friction	2016	Franco Pellegrini
+ PDF Chat	Noncontact Atomic Force Microscope Dissipation Reveals a Central Peak of<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mrow><mml:msub><mml:mrow><mml:mi>SrTiO</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math>Structural Phase Transition	2015	Marcin Kisiel Franco Pellegrini Giuseppe E. Santoro Markus Samadashvili Rémy Pawlak A. Benassi Urs Gysin Renato Buzio Andrea Gerbi Ernst Meyer
+ PDF Chat	Charge-density-wave surface phase slips and noncontact nanofriction	2014	Franco Pellegrini Giuseppe E. Santoro Erio Tosatti
+	Non-contact dissipation on the surface of charge density wave materials	2014	Franco Pellegrini Giuseppe E. Santoro Erio Tosatti
+ PDF Chat	Giant frictional dissipation peaks and charge-density-wave slips at the NbSe2 surface	2013	Markus Langer Marcin Kisiel Rémy Pawlak Franco Pellegrini Giuseppe E. Santoro Renato Buzio Andrea Gerbi G. Balakrishnan A. Baratoff Erio Tosatti
+ PDF Chat	Crossover from Adiabatic to Antiadiabatic Quantum Pumping with Dissipation	2011	Franco Pellegrini C. Negri F. Pistolesi Nicola Manini Giuseppe E. Santoro Erio Tosatti
+ PDF Chat	Atomic Spin-Sensitive Dissipation on Magnetic Surfaces	2010	Franco Pellegrini Giuseppe E. Santoro Erio Tosatti
+ PDF Chat	Adiabatic quenches through an extended quantum critical region	2008	Franco Pellegrini Simone Montangero Giuseppe E. Santoro Rosario Fazio
+ PDF Chat	Fractal fidelity as a signature of quantum chaos	2007	Franco Pellegrini Simone Montangero

Common Coauthors

Coauthor	Papers Together
Erio Tosatti	16
Giuseppe E. Santoro	14
Emine Küçükbenli	7
Andrea Gerbi	4
Yusuf Shaidu	4
Ruggero Lot	4
Giulio Biroli	4
Renato Buzio	4
Rémy Pawlak	3
Efthimios Kaxiras	3
Ernst Meyer	3
Marcin Kisiel	3
Emanuele Panizon	3
Markus Langer	2
Simone Montangero	2
G. Balakrishnan	2
Stefanos Papanikolaou	2
Dario Massa	2
A. Baratoff	2
Tommaso Zanca	2
Alessandro Laio	2
Ilan Mitnikov	1
Stefano de Gironcoli	1
Karsten Kreis	1
Dirk Dietzel	1
F. J. Domínguez-Gutiérrez	1
Martina Teruzzi	1
A. Benassi	1
Jin Wang	1
Zhonglin Cao	1
Mohsen Ostad Shabani	1
Santi Prestipino	1
Nicola Manini	1
Torben Marx	1
C. Negri	1
Alì Sadeghi	1
Tess Smidt	1
Urs Gysin	1
Mario Geiger	1
André Schirmeisen	1
Andrea Silva	1
Amirhossein D. Naghdi	1
Rosario Fazio	1
Ameya Daigavane	1
Andrea Vanossi	1
François P. Landes	1
Markus Samadashvili	1
Allan dos Santos Costa	1
Francisco Javier Dominguez Gutierrez	1
F. Pistolesi	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	<i>Colloquium</i>: Modeling friction: From nanoscale to mesoscale	2013	Andrea Vanossi Nicola Manini Michael Urbakh Stefano Zapperi Erio Tosatti	8
+ PDF Chat	Extended Phonon Collapse and the Origin of the Charge-Density Wave in<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mn>2</mml:mn><mml:mi>H</mml:mi><mml:mtext mathvariant="normal">−</mml:mtext><mml:msub><mml:mi>NbSe</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:math>	2011	F. Weber Stephan Rosenkranz J. P. Castellan R. Osborn R. Hott R. Heid K.-P. Bohnen T. Egami Ayman Said D. Reznik	4
+ PDF Chat	ANI-1: an extensible neural network potential with DFT accuracy at force field computational cost	2017	Justin S. Smith Olexandr Isayev Adrián E. Roitberg	3
+ PDF Chat	Gaussian Approximation Potentials: The Accuracy of Quantum Mechanics, without the Electrons	2010	Albert P. Bartók M. C. Payne Risi Kondor Gábor Cśanyi	3
+ PDF Chat	Giant frictional dissipation peaks and charge-density-wave slips at the NbSe2 surface	2013	Markus Langer Marcin Kisiel Rémy Pawlak Franco Pellegrini Giuseppe E. Santoro Renato Buzio Andrea Gerbi G. Balakrishnan A. Baratoff Erio Tosatti	3
+	DeePMD-kit: A deep learning package for many-body potential energy representation and molecular dynamics	2018	Han Wang Linfeng Zhang Jiequn Han E Weinan	2
+	Robust Perron cluster analysis in conformation dynamics	2004	Peter Deuflhard Marcus Weber	2
+ PDF Chat	On representing chemical environments	2013	Albert P. Bartók Risi Kondor Gábor Cśanyi	2
+ PDF Chat	Disentangling feature and lazy training in deep neural networks	2020	Mario Geiger Stefano Spigler Arthur Paul Jacot Matthieu Wyart	2
+	On Lazy Training in Differentiable Programming	2018	Lénaïc Chizat Edouard Oyallon Francis Bach	2
+ PDF Chat	A mean field view of the landscape of two-layer neural networks	2018	Mei Song Andrea Montanari Phan-Minh Nguyen	2
+	Connecting Optimization and Regularization Paths	2018	Arun Sai Suggala Adarsh Prasad Pradeep Ravikumar	2
+ PDF Chat	Learning local equivariant representations for large-scale atomistic dynamics	2023	Albert Musaelian Simon Batzner Anders Johansson Lixin Sun Cameron J. Owen Mordechai Kornbluth Boris Kozinsky	2
+ PDF Chat	Superconducting Density of States and Vortex Cores of 2H-<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:msub><mml:mi>NbS</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:math>	2008	Isabel Guillamón H. Suderow S. Vieǐra Laurent Cario P. Diener P. Rodière	2
+ PDF Chat	Gigantic Maximum of Nanoscale Noncontact Friction	2010	Kohta Saitoh Kenichi Hayashi Yoshiyuki Shibayama Keiya Shirahama	2
+	Singularity of the Hessian in Deep Learning.	2016	Levent Sagun Léon Bottou Yann LeCun	2
+ PDF Chat	Two Energy Gaps and Fermi-Surface “Arcs” in<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:msub><mml:mi>NbSe</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:math>	2009	С. В. Борисенко A. A. Kordyuk V. B. Zabolotnyy D. S. Inosov D. V. Evtushinsky B. Büchner A. N. Yaresko A. Varykhalov R. Follath W. Eberhardt	2
+ PDF Chat	Fermi surface nesting in several transition metal dichalcogenides	2008	D. S. Inosov V. B. Zabolotnyy D. V. Evtushinsky A. A. Kordyuk B. Büchner R. Follath H. Berger С. В. Борисенко	2
+	Neural Tangent Kernel: Convergence and Generalization in Neural Networks	2018	Arthur Paul Jacot Franck Gabriel Clément Hongler	2
+	A mean-field limit for certain deep neural networks	2019	Dyego Carlos Souza Anacleto de Araújo Roberto I. Oliveira Daniel Yukimura	2
+	Fine-Grained Analysis of Optimization and Generalization for Overparameterized Two-Layer Neural Networks	2019	Sanjeev Arora Simon S. Du Wei Hu Zhiyuan Li Ruosong Wang	2
+ PDF Chat	Advanced capabilities for materials modelling with Quantum ESPRESSO	2017	Paolo Giannozzi Oliviero Andreussi Thomas Brumme O. Bunău Marco Buongiorno Nardelli Matteo Calandra Roberto Car Carlo Cavazzoni Davide Ceresoli Matteo Cococcioni	2
+	On Exact Computation with an Infinitely Wide Neural Net	2019	Sanjeev Arora Simon S. Du Wei Hu Zhiyuan Li Ruslan Salakhutdinov Ruosong Wang	2
+ PDF Chat	A Variational Approach to Modeling Slow Processes in Stochastic Dynamical Systems	2013	Frank Noé Feliks Nüske	2
+ PDF Chat	PANNA: Properties from Artificial Neural Network Architectures	2020	Ruggero Lot Franco Pellegrini Yusuf Shaidu Emine Küçükbenli	2
+	Mean Field Limit of the Learning Dynamics of Multilayer Neural Networks	2019	Phan-Minh Nguyen	2
+ PDF Chat	Universal adiabatic dynamics in the vicinity of a quantum critical point	2005	Anatoli Polkovnikov	2
+ PDF Chat	Sliding over a Phase Transition	2011	A. Benassi A. Vanossi Giuseppe E. Santoro Erio Tosatti	2
+ PDF Chat	Mechanics of individual isolated vortices in a cuprate superconductor	2008	Ophir M. Auslaender Lan Luan Eric W. J. Straver Jennifer E. Hoffman Nicholas C. Koshnick E. Zeldov D. A. Bonn Ruixing Liang W. N. Hardy Kathryn A. Moler	2
+	Visualizing the Charge Density Wave Transition in 2H-NbSe2 in Real Space	2013	S. P. Chockalingam Carlos J. Arguello Ethan Rosenthal Linlin Zhao Christopher Gutiérrez Joon Ho Kang Woo Chang Chung Rafael M. Fernandes Shuang Jia Andrew J. Millis	2
+ PDF Chat	Deep Potential Molecular Dynamics: A Scalable Model with the Accuracy of Quantum Mechanics	2018	Linfeng Zhang Jiequn Han Han Wang Roberto Car E Weinan	2
+ PDF Chat	Measurement scheme of the Berry phase in superconducting circuits	2006	Mikko Möttönen J. P. Pekola Juha J. Vartiainen Valentina Brosco F. W. J. Hekking	1
+ PDF Chat	Statistical properties of eigenvalues for an operating quantum computer with static imperfections	2003	Giuliano Benenti Giulio Casati Simone Montangero Dima L. Shepelyansky	1
+ PDF Chat	Velocity tuning of friction with two trapped atoms	2015	Dorian A. Gangloff Alexei Bylinskii Ian Counts Wonho Jhe Vladan Vuletić	1
+ PDF Chat	Decoherence and the Loschmidt Echo	2003	Fernando Cucchietti Diego A. R. Dalvit Juan Pablo Paz Wojciech H. Zurek	1
+ PDF Chat	Rare events and the convergence of exponentially averaged work values	2006	Christopher Jarzynski	1
+	Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift	2015	Sergey Ioffe Christian Szegedy	1
+ PDF Chat	Noncontact Atomic Force Microscope Dissipation Reveals a Central Peak of<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mrow><mml:msub><mml:mrow><mml:mi>SrTiO</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math>Structural Phase Transition	2015	Marcin Kisiel Franco Pellegrini Giuseppe E. Santoro Markus Samadashvili Rémy Pawlak A. Benassi Urs Gysin Renato Buzio Andrea Gerbi Ernst Meyer	1
+ PDF Chat	From perfect to fractal transmission in spin chains	2005	Gabriele De Chiara Davide Rossini Simone Montangero Rosario Fazio	1
+	Ein Gedankenmodell zur kinetischen Theorie der festen Körper	1928	L. Prandtl	1
+ PDF Chat	Coulomb Gases and Ginzburg–Landau Vortices	2015	Sylvia Serfaty	1
+ PDF Chat	Localization in the quantum sawtooth map emulated on a quantum-information processor	2006	Michael K. Henry Joseph Emerson Rudy Martinez David G. Cory	1
+ PDF Chat	Finding Density Functionals with Machine Learning	2012	John Snyder Matthias Rupp Katja Hansen Klaus‐Robert Müller Kieron Burke	1
+ PDF Chat	Quantum Communication through an Unmodulated Spin Chain	2003	Sougato Bose	1
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	1
+ PDF Chat	Border between Regular and Chaotic Quantum Dynamics	2002	Yaakov S. Weinstein Seth Lloyd Constantino Tsallis	1
+ PDF Chat	Fidelity Decay as an Efficient Indicator of Quantum Chaos	2002	Joseph Emerson Yaakov S. Weinstein Seth Lloyd David G. Cory	1
+ PDF Chat	Real-Time Evolution Using the Density Matrix Renormalization Group	2004	Steven R. White Adrian Feiguin	1
+ PDF Chat	Entropy production fluctuation theorem and the nonequilibrium work relation for free energy differences	1999	Gavin E. Crooks	1
+ PDF Chat	Is the efficiency of classical simulations of quantum dynamics related to integrability?	2007	Tomaž Prosen Marko Žnidarič	1