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Data-driven simulation and characterisation of gold nanoparticle melting

Nature communications, 2021-10, Vol.12 (1), p.6056-6056, Article 6056

2021

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On machine learning force fields for metallic nanoparticles

Advances in physics: X, 2019-01, Vol.4 (1), p.1654919

2019

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Modeling and characterization of the nucleation and growth of carbon nanostructures in physical synthesis

Carbon trends, 2023-06, Vol.11, p.100268, Article 100268

2023

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Efficient nonparametric n -body force fields from machine learning

Physical review. B, 2018-05, Vol.97 (18), Article 184307

2018

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Compact atomic descriptors enable accurate predictions via linear models

The Journal of chemical physics, 2021-06, Vol.154 (22), p.224112-224112

2021

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Building machine learning force fields for nanoclusters

The Journal of chemical physics, 2018-06, Vol.148 (24), p.241739-241739

2018

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Exploring the robust extrapolation of high-dimensional machine learning potentials

Physical review. B, 2022-04, Vol.105 (16), Article 165141

2022

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Structural characterisation of nanoalloys for (photo)catalytic applications with the Sapphire library

Faraday discussions, 2023-01, Vol.242, p.326-352

2023

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Ranking the information content of distance measures

PNAS nexus, 2022-05, Vol.1 (2), p.pgac039

2022

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DADApy: Distance-based analysis of data-manifolds in Python

Patterns (New York, N.Y.), 2022-10, Vol.3 (10), p.100589-100589, Article 100589

2022

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Gaussian Process Regression for Nonparametric Force Fields

Zeni, Claudio

2020

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Divide-and-conquer potentials enable scalable and accurate predictions of forces and energies in atomistic systems

Digital discovery, 2024-01, Vol.3 (1), p.113-121

2024

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Building Nonparametric n-Body Force Fields Using Gaussian Process Regression

Machine Learning Meets Quantum Physics, p.67-98

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Modeling and Characterization of the Nucleation and Growth of Carbon Nanostructures in Physical Synthesis

SSRN Electronic Journal

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Probabilistic Intersection-over-Union for Training and Evaluation of Oriented Object Detectors

IEEE transactions on image processing, 2024-01, Vol.PP, p.671-681

2024

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A Surface Plasmon Resonance Plastic Optical Fiber Biosensor for the Detection of Pancreatic Amylase in Surgically-Placed Drain Effluent

Sensors (Basel, Switzerland), 2021-05, Vol.21 (10), p.3443

2021

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Design and manufacturing of a surface plasmon resonance sensor based on inkjet 3D printing for simultaneous measurements of refractive index and temperature

International journal of advanced manufacturing technology, 2023-02, Vol.124 (7-8), p.2261-2278

2023

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Microstructured Surface Plasmon Resonance Sensor Based on Inkjet 3D Printing Using Photocurable Resins with Tailored Refractive Index

Polymers, 2021-07, Vol.13 (15), p.2518

2021

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Weakly Supervised Character Detection for License Plate Recognition

2020 33rd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2020, p.218-225

2020

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miR-34a Promotes Vascular Smooth Muscle Cell Calcification by Downregulating SIRT1 (Sirtuin 1) and Axl (AXL Receptor Tyrosine Kinase)

Arteriosclerosis, thrombosis, and vascular biology, 2018-09, Vol.38 (9), p.2079-2090

2018

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The effect of surface roughness on the performance of 3D printed surface plasmon resonance sensors for refractive index measurements

International journal of advanced manufacturing technology, 2024-05, Vol.132 (11-12), p.5503-5519

2024

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Expedient Iodocyclization Approach Toward Polysubstituted 3H-Benzo[e]indoles

Advanced synthesis & catalysis, 2015-10, Vol.357 (14-15), p.3255-3261

2015

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A Blumlein-type, nanosecond pulse generator with interchangeable transmission lines for bioelectrical applications

IEEE transactions on dielectrics and electrical insulation, 2013-08, Vol.20 (4), p.1224-1230

2013

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Revealing the Satellite DNA History in Psalidodon and Astyanax Characid Fish by Comparative Satellitomics

Frontiers in genetics, 2022-06, Vol.13, p.884072-884072

2022

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Real-Time Gender Detection in the Wild Using Deep Neural Networks

2018 31st SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2018, p.118-125

2018

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Data-driven simulation and characterisation of gold nanoparticle melting

On machine learning force fields for metallic nanoparticles

Modeling and characterization of the nucleation and growth of carbon nanostructures in physical synthesis

Efficient nonparametric n -body force fields from machine learning

Compact atomic descriptors enable accurate predictions via linear models

Building machine learning force fields for nanoclusters

Exploring the robust extrapolation of high-dimensional machine learning potentials

Structural characterisation of nanoalloys for (photo)catalytic applications with the Sapphire library

Ranking the information content of distance measures

DADApy: Distance-based analysis of data-manifolds in Python

Gaussian Process Regression for Nonparametric Force Fields

Divide-and-conquer potentials enable scalable and accurate predictions of forces and energies in atomistic systems

Building Nonparametric n-Body Force Fields Using Gaussian Process Regression

Modeling and Characterization of the Nucleation and Growth of Carbon Nanostructures in Physical Synthesis

Probabilistic Intersection-over-Union for Training and Evaluation of Oriented Object Detectors

A Surface Plasmon Resonance Plastic Optical Fiber Biosensor for the Detection of Pancreatic Amylase in Surgically-Placed Drain Effluent

Design and manufacturing of a surface plasmon resonance sensor based on inkjet 3D printing for simultaneous measurements of refractive index and temperature

Microstructured Surface Plasmon Resonance Sensor Based on Inkjet 3D Printing Using Photocurable Resins with Tailored Refractive Index

Weakly Supervised Character Detection for License Plate Recognition

miR-34a Promotes Vascular Smooth Muscle Cell Calcification by Downregulating SIRT1 (Sirtuin 1) and Axl (AXL Receptor Tyrosine Kinase)

The effect of surface roughness on the performance of 3D printed surface plasmon resonance sensors for refractive index measurements

Expedient Iodocyclization Approach Toward Polysubstituted 3H-Benzo[e]indoles

A Blumlein-type, nanosecond pulse generator with interchangeable transmission lines for bioelectrical applications

Revealing the Satellite DNA History in Psalidodon and Astyanax Characid Fish by Comparative Satellitomics

Real-Time Gender Detection in the Wild Using Deep Neural Networks

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