Sara Malvar

Senior Research Software Development Engineer

出版物

表示方法:

- Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning
  
  Nick Mecklenburg, Yiyou Lin, Xiaoxiao Li, Daniel Holstein, Leonardo Nunes, Sara Malvar, Bruno Silva, Ranveer Chandra, Vijay Aski, Pavan Kumar Reddy Yannam, Tolga Aktas
  
  ArXiv | April 2024
  
  Publication プロジェクトプロジェクト
- RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture
  
  Maria Angels de Luis Balaguer, Vinamra Benara, Renato L. de F. Cunha, Roberto Estevão, Todd Hendry, Daniel Holstein, Jennifer Marsman, Nick Mecklenburg, Sara Malvar, Leonardo Nunes, Rafael Padilha, Morris Sharp, Bruno Silva, Swati Sharma, Vijay Aski, Ranveer Chandra
  
  January 2024
  
  DOI Publication プロジェクトプロジェクト
- Intraurban NO2 hotspot detection via clustering of in-situ, remote, and modeled air quality data products
  
  Anastasia Montgomery, Madeleine Daepp, Marah I Abdin, Pallavi Choudry, Sara Malvar, Scott Counts, Daniel E Horton
  
  American Geophysical Union Fall Meeting | December 2022
  
  Publication
- Causal Modeling of Soil Processes for Improved Generalization
  
  Somya Sharma, Swati Sharma, Andy Neal, Sara Malvar, Eduardo Rodrigues, John Crawford, Emre Kiciman, Ranveer Chandra
  
  NeurIPS 2022 Workshop Tackling Climate Change with Machine Learning | November 2022
  
  Publication
- Source Attribution and Emissions Quantification for Methane Leak Detection: A Non-Linear Bayesian Regression Approach
  
  Mirco Milletari, Sara Malvar, Yagna Oruganti, Leonardo Nunes, Yazeed Alaudah, Anirudh Badam
  
  The 8th International Online & Onsite Conference on Machine Learning, Optimization, and Data Science | September 2022
  
  Best Paper Award Special Mention
  
  Publication プロジェクト
- Digital Water for Agriculture
  
  Sara Malvar, Anirudh Badam, Ranveer Chandra
  
  August 2022
  
  Publication
- Machine learning approaches for localized lockdown during COVID-19: a case study analysis
  
  Sara Malvar, Julio Romano Meneghini
  
  arXiv: Machine Learning | January 2022
  
  https://arxiv.org/abs/2201.00715
  
  Publication プロジェクト
- Unsupervised Machine Learning framework for sensor placement optimization: analyzing methane leaks
  
  Shirui Wang, Sara Malvar, Leonardo Nunes, Kim Whitehall, Yagna Oruganti, Yazeed Alaudah, Anirudh Badam
  
  NeurIPS 2021 Workshop Tackling Climate Change with Machine Learning | December 2021
  
  Publication プロジェクト
- A theoretical model for studying the nonlinear viscoelastic response of an active fluid undergoing oscillatory shear
  
  Sara Malvar, Francisco Ricardo Cunha
  
  Physics of Fluids | September 2021, 巻33: pp. 091903
  
  DOI Publication
- FWI Performance Improvement with the Use of Wavelet Transforms
  
  Sara Malvar, Daiane I. Dolci, Bruno Souza Carmo
  
  Digital Subsurface Conference in Latin America | May 2021
  
  Publication DOI
- Wavelet analysis of a flexible filament kinematics: emulating C. elegans swimming behavior
  
  Sara Malvar, Bruno Souza Carmo
  
  Journal of The Brazilian Society of Mechanical Sciences and Engineering | March 2021, 巻43(4): pp. 1-13
  
  DOI Publication
- A rheological approach to identify efficient biopolymer producing bacteria.
  
  Sara Malvar, Letícia Oliveira Bispo Cardoso, Bruno Karolski, Elen Aquino Perpetuo, Bruno Souza Carmo, Julio Romano Meneghini
  
  Biotechnology and Bioengineering | January 2021, 巻118(2): pp. 622-632
  
  DOI Publication Publication Publication
- Rheology of a nematic active suspension undergoing oscillatory shear and step strain flows
  
  Sara Malvar, Bruno Souza Carmo, F. R. Cunha
  
  Rheologica Acta | November 2019, 巻58(11): pp. 771-779
  
  DOI Publication
- On the locomotion and collective behavior of biopolymer producing bacteria
  
  Sara Malvar, Bruno Souza Carmo, Julio Romano Meneghini
  
  72nd Annual Meeting of the APS Division of Fluid Dynamics | September 2019
  
  Publication
- On the oscillatory behavior of living particles suspension under step strain
  
  Sara Malvar, Bruno Souza Carmo, Francisco Ricardo Cunha
  
  71st Annual Meeting of the APS Division of Fluid Dynamics | September 2018
  
  Publication
- Nonlinear motion of an oscillating bubble immersed in a magnetic fluid
  
  Sara Malvar, R. G. Gontijo, F. R. Cunha
  
  Journal of Engineering Mathematics | January 2018, 巻108(1): pp. 143-170
  
  DOI Publication Publication Publication
- Rheological aspects of C. elegans suspensions under oscillatory shear
  
  Sara Malvar, Bruno Souza Carmo, Francisco Ricardo Cunha
  
  70th Annual Meeting of the APS Division of Fluid Dynamics | September 2017
  
  Publication
- On the kinematics-wave motion of living particles in suspension.
  
  Sara Malvar, R. G. Gontijo, Bruno Souza Carmo, F. R. Cunha
  
  Biomicrofluidics | August 2017, 巻11(4): pp. 044112-044112
  
  DOI Publication Publication Publication
- Microstructural transition in an ordered set of magnetic spheres immersed in a carrier liquid
  
  R.G. Gontijo, Sara Malvar
  
  Mechanics Research Communications | June 2017, 巻83: pp. 12-17
  
  DOI Publication
- The influence of a magnetic field on the mechanical behavior of a fluid interface
  
  R.G. Gontijo, Sara Malvar, Y. D. Sobral, F. R. Cunha
  
  Meccanica | March 2017, 巻52(6): pp. 1309-1327
  
  DOI Publication
- Magnetic particulate suspensions from the perspective of a dynamical system
  
  R.G. Gontijo, Sara Malvar, F. R. Cunha
  
  Powder Technology | August 2016, 巻297: pp. 165-182
  
  DOI Publication
- Pattern Identification on the Nonlinear Radial Motion of an Oscillating Spherical Bubble Using Neural Networks
  
  Sara Malvar, R.G. Gontijo, F. R. Cunha
  
  Latin American Journal of Solids and Structures | August 2016, 巻13(13): pp. 2464-2489
  
  DOI PDF Publication
- Vibrational modes on the non linear motion of an oscillating buble in a Newtonian fluid using Neural Networks
  
  Sara Malvar, Rafael Gabler Gontijo, Francisco Ricardo Cunha
  
  DINAME | November 2015
  
  Publication
- Characterizing the Vibrational Modes of a Cavitating Bubble Immersed in a Magnetic Fluid
  
  Sara Malvar, Rafael Gabler Gontijo
  
  23rd ABCM International Congress of Mechanical Sciences and Engineering | September 2015
  
  DOI Publication
- On the Sedimentation of a Blob of Particles Suspended in a Viscous Fluid
  
  Wilber Cerqueira, Rafael Gabler Gontijo, Sara Malvar
  
  23rd ABCM International Congress of Mechanical Sciences and Engineering | September 2015
  
  Publication DOI

- Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning
  
  Nick Mecklenburg, Yiyou Lin, Xiaoxiao Li, Daniel Holstein, Leonardo Nunes, Sara Malvar, Bruno Silva, Ranveer Chandra, Vijay Aski, Pavan Kumar Reddy Yannam, Tolga Aktas
  
  ArXiv | April 2024
  
  Publication プロジェクトプロジェクト
- RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture
  
  Maria Angels de Luis Balaguer, Vinamra Benara, Renato L. de F. Cunha, Roberto Estevão, Todd Hendry, Daniel Holstein, Jennifer Marsman, Nick Mecklenburg, Sara Malvar, Leonardo Nunes, Rafael Padilha, Morris Sharp, Bruno Silva, Swati Sharma, Vijay Aski, Ranveer Chandra
  
  January 2024
  
  DOI Publication プロジェクトプロジェクト
- Intraurban NO2 hotspot detection via clustering of in-situ, remote, and modeled air quality data products
  
  Anastasia Montgomery, Madeleine Daepp, Marah I Abdin, Pallavi Choudry, Sara Malvar, Scott Counts, Daniel E Horton
  
  American Geophysical Union Fall Meeting | December 2022
  
  Publication
- Causal Modeling of Soil Processes for Improved Generalization
  
  Somya Sharma, Swati Sharma, Andy Neal, Sara Malvar, Eduardo Rodrigues, John Crawford, Emre Kiciman, Ranveer Chandra
  
  NeurIPS 2022 Workshop Tackling Climate Change with Machine Learning | November 2022
  
  Publication
- Source Attribution and Emissions Quantification for Methane Leak Detection: A Non-Linear Bayesian Regression Approach
  
  Mirco Milletari, Sara Malvar, Yagna Oruganti, Leonardo Nunes, Yazeed Alaudah, Anirudh Badam
  
  The 8th International Online & Onsite Conference on Machine Learning, Optimization, and Data Science | September 2022
  
  Best Paper Award Special Mention
  
  Publication プロジェクト
- Digital Water for Agriculture
  
  Sara Malvar, Anirudh Badam, Ranveer Chandra
  
  August 2022
  
  Publication
- Machine learning approaches for localized lockdown during COVID-19: a case study analysis
  
  Sara Malvar, Julio Romano Meneghini
  
  arXiv: Machine Learning | January 2022
  
  https://arxiv.org/abs/2201.00715
  
  Publication プロジェクト
- Unsupervised Machine Learning framework for sensor placement optimization: analyzing methane leaks
  
  Shirui Wang, Sara Malvar, Leonardo Nunes, Kim Whitehall, Yagna Oruganti, Yazeed Alaudah, Anirudh Badam
  
  NeurIPS 2021 Workshop Tackling Climate Change with Machine Learning | December 2021
  
  Publication プロジェクト
- FWI Performance Improvement with the Use of Wavelet Transforms
  
  Sara Malvar, Daiane I. Dolci, Bruno Souza Carmo
  
  Digital Subsurface Conference in Latin America | May 2021
  
  Publication DOI
- Pattern Identification on the Nonlinear Radial Motion of an Oscillating Spherical Bubble Using Neural Networks
  
  Sara Malvar, R.G. Gontijo, F. R. Cunha
  
  Latin American Journal of Solids and Structures | August 2016, 巻13(13): pp. 2464-2489
  
  DOI PDF Publication
- Vibrational modes on the non linear motion of an oscillating buble in a Newtonian fluid using Neural Networks
  
  Sara Malvar, Rafael Gabler Gontijo, Francisco Ricardo Cunha
  
  DINAME | November 2015
  
  Publication
- Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning
  
  Nick Mecklenburg, Yiyou Lin, Xiaoxiao Li, Daniel Holstein, Leonardo Nunes, Sara Malvar, Bruno Silva, Ranveer Chandra, Vijay Aski, Pavan Kumar Reddy Yannam, Tolga Aktas
  
  ArXiv | April 2024
  
  Publication プロジェクトプロジェクト
- RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture
  
  Maria Angels de Luis Balaguer, Vinamra Benara, Renato L. de F. Cunha, Roberto Estevão, Todd Hendry, Daniel Holstein, Jennifer Marsman, Nick Mecklenburg, Sara Malvar, Leonardo Nunes, Rafael Padilha, Morris Sharp, Bruno Silva, Swati Sharma, Vijay Aski, Ranveer Chandra
  
  January 2024
  
  DOI Publication プロジェクトプロジェクト
- Digital Water for Agriculture
  
  Sara Malvar, Anirudh Badam, Ranveer Chandra
  
  August 2022
  
  Publication
- Intraurban NO2 hotspot detection via clustering of in-situ, remote, and modeled air quality data products
  
  Anastasia Montgomery, Madeleine Daepp, Marah I Abdin, Pallavi Choudry, Sara Malvar, Scott Counts, Daniel E Horton
  
  American Geophysical Union Fall Meeting | December 2022
  
  Publication
- Causal Modeling of Soil Processes for Improved Generalization
  
  Somya Sharma, Swati Sharma, Andy Neal, Sara Malvar, Eduardo Rodrigues, John Crawford, Emre Kiciman, Ranveer Chandra
  
  NeurIPS 2022 Workshop Tackling Climate Change with Machine Learning | November 2022
  
  Publication
- Source Attribution and Emissions Quantification for Methane Leak Detection: A Non-Linear Bayesian Regression Approach
  
  Mirco Milletari, Sara Malvar, Yagna Oruganti, Leonardo Nunes, Yazeed Alaudah, Anirudh Badam
  
  The 8th International Online & Onsite Conference on Machine Learning, Optimization, and Data Science | September 2022
  
  Best Paper Award Special Mention
  
  Publication プロジェクト
- Digital Water for Agriculture
  
  Sara Malvar, Anirudh Badam, Ranveer Chandra
  
  August 2022
  
  Publication
- Unsupervised Machine Learning framework for sensor placement optimization: analyzing methane leaks
  
  Shirui Wang, Sara Malvar, Leonardo Nunes, Kim Whitehall, Yagna Oruganti, Yazeed Alaudah, Anirudh Badam
  
  NeurIPS 2021 Workshop Tackling Climate Change with Machine Learning | December 2021
  
  Publication プロジェクト
- A theoretical model for studying the nonlinear viscoelastic response of an active fluid undergoing oscillatory shear
  
  Sara Malvar, Francisco Ricardo Cunha
  
  Physics of Fluids | September 2021, 巻33: pp. 091903
  
  DOI Publication
- Wavelet analysis of a flexible filament kinematics: emulating C. elegans swimming behavior
  
  Sara Malvar, Bruno Souza Carmo
  
  Journal of The Brazilian Society of Mechanical Sciences and Engineering | March 2021, 巻43(4): pp. 1-13
  
  DOI Publication
- A rheological approach to identify efficient biopolymer producing bacteria.
  
  Sara Malvar, Letícia Oliveira Bispo Cardoso, Bruno Karolski, Elen Aquino Perpetuo, Bruno Souza Carmo, Julio Romano Meneghini
  
  Biotechnology and Bioengineering | January 2021, 巻118(2): pp. 622-632
  
  DOI Publication Publication Publication
- Rheology of a nematic active suspension undergoing oscillatory shear and step strain flows
  
  Sara Malvar, Bruno Souza Carmo, F. R. Cunha
  
  Rheologica Acta | November 2019, 巻58(11): pp. 771-779
  
  DOI Publication
- On the locomotion and collective behavior of biopolymer producing bacteria
  
  Sara Malvar, Bruno Souza Carmo, Julio Romano Meneghini
  
  72nd Annual Meeting of the APS Division of Fluid Dynamics | September 2019
  
  Publication
- On the oscillatory behavior of living particles suspension under step strain
  
  Sara Malvar, Bruno Souza Carmo, Francisco Ricardo Cunha
  
  71st Annual Meeting of the APS Division of Fluid Dynamics | September 2018
  
  Publication
- Rheological aspects of C. elegans suspensions under oscillatory shear
  
  Sara Malvar, Bruno Souza Carmo, Francisco Ricardo Cunha
  
  70th Annual Meeting of the APS Division of Fluid Dynamics | September 2017
  
  Publication
- On the kinematics-wave motion of living particles in suspension.
  
  Sara Malvar, R. G. Gontijo, Bruno Souza Carmo, F. R. Cunha
  
  Biomicrofluidics | August 2017, 巻11(4): pp. 044112-044112
  
  DOI Publication Publication Publication
- Machine learning approaches for localized lockdown during COVID-19: a case study analysis
  
  Sara Malvar, Julio Romano Meneghini
  
  arXiv: Machine Learning | January 2022
  
  https://arxiv.org/abs/2201.00715
  
  Publication プロジェクト
- Unsupervised Machine Learning framework for sensor placement optimization: analyzing methane leaks
  
  Shirui Wang, Sara Malvar, Leonardo Nunes, Kim Whitehall, Yagna Oruganti, Yazeed Alaudah, Anirudh Badam
  
  NeurIPS 2021 Workshop Tackling Climate Change with Machine Learning | December 2021
  
  Publication プロジェクト
- A rheological approach to identify efficient biopolymer producing bacteria.
  
  Sara Malvar, Letícia Oliveira Bispo Cardoso, Bruno Karolski, Elen Aquino Perpetuo, Bruno Souza Carmo, Julio Romano Meneghini
  
  Biotechnology and Bioengineering | January 2021, 巻118(2): pp. 622-632
  
  DOI Publication Publication Publication
- Rheology of a nematic active suspension undergoing oscillatory shear and step strain flows
  
  Sara Malvar, Bruno Souza Carmo, F. R. Cunha
  
  Rheologica Acta | November 2019, 巻58(11): pp. 771-779
  
  DOI Publication
- Magnetic particulate suspensions from the perspective of a dynamical system
  
  R.G. Gontijo, Sara Malvar, F. R. Cunha
  
  Powder Technology | August 2016, 巻297: pp. 165-182
  
  DOI Publication
- A theoretical model for studying the nonlinear viscoelastic response of an active fluid undergoing oscillatory shear
  
  Sara Malvar, Francisco Ricardo Cunha
  
  Physics of Fluids | September 2021, 巻33: pp. 091903
  
  DOI Publication
- Rheology of a nematic active suspension undergoing oscillatory shear and step strain flows
  
  Sara Malvar, Bruno Souza Carmo, F. R. Cunha
  
  Rheologica Acta | November 2019, 巻58(11): pp. 771-779
  
  DOI Publication
- On the locomotion and collective behavior of biopolymer producing bacteria
  
  Sara Malvar, Bruno Souza Carmo, Julio Romano Meneghini
  
  72nd Annual Meeting of the APS Division of Fluid Dynamics | September 2019
  
  Publication
- On the oscillatory behavior of living particles suspension under step strain
  
  Sara Malvar, Bruno Souza Carmo, Francisco Ricardo Cunha
  
  71st Annual Meeting of the APS Division of Fluid Dynamics | September 2018
  
  Publication
- Nonlinear motion of an oscillating bubble immersed in a magnetic fluid
  
  Sara Malvar, R. G. Gontijo, F. R. Cunha
  
  Journal of Engineering Mathematics | January 2018, 巻108(1): pp. 143-170
  
  DOI Publication Publication Publication
- Rheological aspects of C. elegans suspensions under oscillatory shear
  
  Sara Malvar, Bruno Souza Carmo, Francisco Ricardo Cunha
  
  70th Annual Meeting of the APS Division of Fluid Dynamics | September 2017
  
  Publication
- On the kinematics-wave motion of living particles in suspension.
  
  Sara Malvar, R. G. Gontijo, Bruno Souza Carmo, F. R. Cunha
  
  Biomicrofluidics | August 2017, 巻11(4): pp. 044112-044112
  
  DOI Publication Publication Publication
- Microstructural transition in an ordered set of magnetic spheres immersed in a carrier liquid
  
  R.G. Gontijo, Sara Malvar
  
  Mechanics Research Communications | June 2017, 巻83: pp. 12-17
  
  DOI Publication
- The influence of a magnetic field on the mechanical behavior of a fluid interface
  
  R.G. Gontijo, Sara Malvar, Y. D. Sobral, F. R. Cunha
  
  Meccanica | March 2017, 巻52(6): pp. 1309-1327
  
  DOI Publication
- Magnetic particulate suspensions from the perspective of a dynamical system
  
  R.G. Gontijo, Sara Malvar, F. R. Cunha
  
  Powder Technology | August 2016, 巻297: pp. 165-182
  
  DOI Publication
- Pattern Identification on the Nonlinear Radial Motion of an Oscillating Spherical Bubble Using Neural Networks
  
  Sara Malvar, R.G. Gontijo, F. R. Cunha
  
  Latin American Journal of Solids and Structures | August 2016, 巻13(13): pp. 2464-2489
  
  DOI PDF Publication
- Vibrational modes on the non linear motion of an oscillating buble in a Newtonian fluid using Neural Networks
  
  Sara Malvar, Rafael Gabler Gontijo, Francisco Ricardo Cunha
  
  DINAME | November 2015
  
  Publication
- On the Sedimentation of a Blob of Particles Suspended in a Viscous Fluid
  
  Wilber Cerqueira, Rafael Gabler Gontijo, Sara Malvar
  
  23rd ABCM International Congress of Mechanical Sciences and Engineering | September 2015
  
  Publication DOI
- Characterizing the Vibrational Modes of a Cavitating Bubble Immersed in a Magnetic Fluid
  
  Sara Malvar, Rafael Gabler Gontijo
  
  23rd ABCM International Congress of Mechanical Sciences and Engineering | September 2015
  
  DOI Publication
- FWI Performance Improvement with the Use of Wavelet Transforms
  
  Sara Malvar, Daiane I. Dolci, Bruno Souza Carmo
  
  Digital Subsurface Conference in Latin America | May 2021
  
  Publication DOI
- Wavelet analysis of a flexible filament kinematics: emulating C. elegans swimming behavior
  
  Sara Malvar, Bruno Souza Carmo
  
  Journal of The Brazilian Society of Mechanical Sciences and Engineering | March 2021, 巻43(4): pp. 1-13
  
  DOI Publication
- The influence of a magnetic field on the mechanical behavior of a fluid interface
  
  R.G. Gontijo, Sara Malvar, Y. D. Sobral, F. R. Cunha
  
  Meccanica | March 2017, 巻52(6): pp. 1309-1327
  
  DOI Publication
- Pattern Identification on the Nonlinear Radial Motion of an Oscillating Spherical Bubble Using Neural Networks
  
  Sara Malvar, R.G. Gontijo, F. R. Cunha
  
  Latin American Journal of Solids and Structures | August 2016, 巻13(13): pp. 2464-2489
  
  DOI PDF Publication
- Characterizing the Vibrational Modes of a Cavitating Bubble Immersed in a Magnetic Fluid
  
  Sara Malvar, Rafael Gabler Gontijo
  
  23rd ABCM International Congress of Mechanical Sciences and Engineering | September 2015
  
  DOI Publication
- Microstructural transition in an ordered set of magnetic spheres immersed in a carrier liquid
  
  R.G. Gontijo, Sara Malvar
  
  Mechanics Research Communications | June 2017, 巻83: pp. 12-17
  
  DOI Publication
- The influence of a magnetic field on the mechanical behavior of a fluid interface
  
  R.G. Gontijo, Sara Malvar, Y. D. Sobral, F. R. Cunha
  
  Meccanica | March 2017, 巻52(6): pp. 1309-1327
  
  DOI Publication
- Magnetic particulate suspensions from the perspective of a dynamical system
  
  R.G. Gontijo, Sara Malvar, F. R. Cunha
  
  Powder Technology | August 2016, 巻297: pp. 165-182
  
  DOI Publication

- Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning
  
  Nick Mecklenburg, Yiyou Lin, Xiaoxiao Li, Daniel Holstein, Leonardo Nunes, Sara Malvar, Bruno Silva, Ranveer Chandra, Vijay Aski, Pavan Kumar Reddy Yannam, Tolga Aktas
  
  ArXiv | April 2024
  
  Publication プロジェクトプロジェクト
- Machine learning approaches for localized lockdown during COVID-19: a case study analysis
  
  Sara Malvar, Julio Romano Meneghini
  
  arXiv: Machine Learning | January 2022
  
  https://arxiv.org/abs/2201.00715
  
  Publication プロジェクト
- A theoretical model for studying the nonlinear viscoelastic response of an active fluid undergoing oscillatory shear
  
  Sara Malvar, Francisco Ricardo Cunha
  
  Physics of Fluids | September 2021, 巻33: pp. 091903
  
  DOI Publication
- Wavelet analysis of a flexible filament kinematics: emulating C. elegans swimming behavior
  
  Sara Malvar, Bruno Souza Carmo
  
  Journal of The Brazilian Society of Mechanical Sciences and Engineering | March 2021, 巻43(4): pp. 1-13
  
  DOI Publication
- A rheological approach to identify efficient biopolymer producing bacteria.
  
  Sara Malvar, Letícia Oliveira Bispo Cardoso, Bruno Karolski, Elen Aquino Perpetuo, Bruno Souza Carmo, Julio Romano Meneghini
  
  Biotechnology and Bioengineering | January 2021, 巻118(2): pp. 622-632
  
  DOI Publication Publication Publication
- Rheology of a nematic active suspension undergoing oscillatory shear and step strain flows
  
  Sara Malvar, Bruno Souza Carmo, F. R. Cunha
  
  Rheologica Acta | November 2019, 巻58(11): pp. 771-779
  
  DOI Publication
- Nonlinear motion of an oscillating bubble immersed in a magnetic fluid
  
  Sara Malvar, R. G. Gontijo, F. R. Cunha
  
  Journal of Engineering Mathematics | January 2018, 巻108(1): pp. 143-170
  
  DOI Publication Publication Publication
- On the kinematics-wave motion of living particles in suspension.
  
  Sara Malvar, R. G. Gontijo, Bruno Souza Carmo, F. R. Cunha
  
  Biomicrofluidics | August 2017, 巻11(4): pp. 044112-044112
  
  DOI Publication Publication Publication
- Microstructural transition in an ordered set of magnetic spheres immersed in a carrier liquid
  
  R.G. Gontijo, Sara Malvar
  
  Mechanics Research Communications | June 2017, 巻83: pp. 12-17
  
  DOI Publication
- The influence of a magnetic field on the mechanical behavior of a fluid interface
  
  R.G. Gontijo, Sara Malvar, Y. D. Sobral, F. R. Cunha
  
  Meccanica | March 2017, 巻52(6): pp. 1309-1327
  
  DOI Publication
- Magnetic particulate suspensions from the perspective of a dynamical system
  
  R.G. Gontijo, Sara Malvar, F. R. Cunha
  
  Powder Technology | August 2016, 巻297: pp. 165-182
  
  DOI Publication
- Pattern Identification on the Nonlinear Radial Motion of an Oscillating Spherical Bubble Using Neural Networks
  
  Sara Malvar, R.G. Gontijo, F. R. Cunha
  
  Latin American Journal of Solids and Structures | August 2016, 巻13(13): pp. 2464-2489
  
  DOI PDF Publication
- RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture
  
  Maria Angels de Luis Balaguer, Vinamra Benara, Renato L. de F. Cunha, Roberto Estevão, Todd Hendry, Daniel Holstein, Jennifer Marsman, Nick Mecklenburg, Sara Malvar, Leonardo Nunes, Rafael Padilha, Morris Sharp, Bruno Silva, Swati Sharma, Vijay Aski, Ranveer Chandra
  
  January 2024
  
  DOI Publication プロジェクトプロジェクト
- Digital Water for Agriculture
  
  Sara Malvar, Anirudh Badam, Ranveer Chandra
  
  August 2022
  
  Publication
- Intraurban NO2 hotspot detection via clustering of in-situ, remote, and modeled air quality data products
  
  Anastasia Montgomery, Madeleine Daepp, Marah I Abdin, Pallavi Choudry, Sara Malvar, Scott Counts, Daniel E Horton
  
  American Geophysical Union Fall Meeting | December 2022
  
  Publication
- Causal Modeling of Soil Processes for Improved Generalization
  
  Somya Sharma, Swati Sharma, Andy Neal, Sara Malvar, Eduardo Rodrigues, John Crawford, Emre Kiciman, Ranveer Chandra
  
  NeurIPS 2022 Workshop Tackling Climate Change with Machine Learning | November 2022
  
  Publication
- Source Attribution and Emissions Quantification for Methane Leak Detection: A Non-Linear Bayesian Regression Approach
  
  Mirco Milletari, Sara Malvar, Yagna Oruganti, Leonardo Nunes, Yazeed Alaudah, Anirudh Badam
  
  The 8th International Online & Onsite Conference on Machine Learning, Optimization, and Data Science | September 2022
  
  Best Paper Award Special Mention
  
  Publication プロジェクト
- Unsupervised Machine Learning framework for sensor placement optimization: analyzing methane leaks
  
  Shirui Wang, Sara Malvar, Leonardo Nunes, Kim Whitehall, Yagna Oruganti, Yazeed Alaudah, Anirudh Badam
  
  NeurIPS 2021 Workshop Tackling Climate Change with Machine Learning | December 2021
  
  Publication プロジェクト
- FWI Performance Improvement with the Use of Wavelet Transforms
  
  Sara Malvar, Daiane I. Dolci, Bruno Souza Carmo
  
  Digital Subsurface Conference in Latin America | May 2021
  
  Publication DOI
- On the locomotion and collective behavior of biopolymer producing bacteria
  
  Sara Malvar, Bruno Souza Carmo, Julio Romano Meneghini
  
  72nd Annual Meeting of the APS Division of Fluid Dynamics | September 2019
  
  Publication
- On the oscillatory behavior of living particles suspension under step strain
  
  Sara Malvar, Bruno Souza Carmo, Francisco Ricardo Cunha
  
  71st Annual Meeting of the APS Division of Fluid Dynamics | September 2018
  
  Publication
- Rheological aspects of C. elegans suspensions under oscillatory shear
  
  Sara Malvar, Bruno Souza Carmo, Francisco Ricardo Cunha
  
  70th Annual Meeting of the APS Division of Fluid Dynamics | September 2017
  
  Publication
- Vibrational modes on the non linear motion of an oscillating buble in a Newtonian fluid using Neural Networks
  
  Sara Malvar, Rafael Gabler Gontijo, Francisco Ricardo Cunha
  
  DINAME | November 2015
  
  Publication
- On the Sedimentation of a Blob of Particles Suspended in a Viscous Fluid
  
  Wilber Cerqueira, Rafael Gabler Gontijo, Sara Malvar
  
  23rd ABCM International Congress of Mechanical Sciences and Engineering | September 2015
  
  Publication DOI
- Characterizing the Vibrational Modes of a Cavitating Bubble Immersed in a Magnetic Fluid
  
  Sara Malvar, Rafael Gabler Gontijo
  
  23rd ABCM International Congress of Mechanical Sciences and Engineering | September 2015
  
  DOI Publication

Sara Malvar

出版物

Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning

RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture

Intraurban NO2 hotspot detection via clustering of in-situ, remote, and modeled air quality data products

Causal Modeling of Soil Processes for Improved Generalization

Source Attribution and Emissions Quantification for Methane Leak Detection: A Non-Linear Bayesian Regression Approach

Digital Water for Agriculture

Machine learning approaches for localized lockdown during COVID-19: a case study analysis

Unsupervised Machine Learning framework for sensor placement optimization: analyzing methane leaks

A theoretical model for studying the nonlinear viscoelastic response of an active fluid undergoing oscillatory shear

FWI Performance Improvement with the Use of Wavelet Transforms

Wavelet analysis of a flexible filament kinematics: emulating C. elegans swimming behavior

A rheological approach to identify efficient biopolymer producing bacteria.

Rheology of a nematic active suspension undergoing oscillatory shear and step strain flows

On the locomotion and collective behavior of biopolymer producing bacteria

On the oscillatory behavior of living particles suspension under step strain

Nonlinear motion of an oscillating bubble immersed in a magnetic fluid

Rheological aspects of C. elegans suspensions under oscillatory shear

On the kinematics-wave motion of living particles in suspension.

Microstructural transition in an ordered set of magnetic spheres immersed in a carrier liquid

The influence of a magnetic field on the mechanical behavior of a fluid interface

Magnetic particulate suspensions from the perspective of a dynamical system

Pattern Identification on the Nonlinear Radial Motion of an Oscillating Spherical Bubble Using Neural Networks

Vibrational modes on the non linear motion of an oscillating buble in a Newtonian fluid using Neural Networks

Characterizing the Vibrational Modes of a Cavitating Bubble Immersed in a Magnetic Fluid

On the Sedimentation of a Blob of Particles Suspended in a Viscous Fluid

Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning

RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture

Intraurban NO2 hotspot detection via clustering of in-situ, remote, and modeled air quality data products

Causal Modeling of Soil Processes for Improved Generalization

Source Attribution and Emissions Quantification for Methane Leak Detection: A Non-Linear Bayesian Regression Approach

Digital Water for Agriculture

Machine learning approaches for localized lockdown during COVID-19: a case study analysis

Unsupervised Machine Learning framework for sensor placement optimization: analyzing methane leaks

FWI Performance Improvement with the Use of Wavelet Transforms

Pattern Identification on the Nonlinear Radial Motion of an Oscillating Spherical Bubble Using Neural Networks

Vibrational modes on the non linear motion of an oscillating buble in a Newtonian fluid using Neural Networks

Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning

RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture

Digital Water for Agriculture

Intraurban NO2 hotspot detection via clustering of in-situ, remote, and modeled air quality data products

Causal Modeling of Soil Processes for Improved Generalization

Source Attribution and Emissions Quantification for Methane Leak Detection: A Non-Linear Bayesian Regression Approach

Digital Water for Agriculture

Unsupervised Machine Learning framework for sensor placement optimization: analyzing methane leaks

A theoretical model for studying the nonlinear viscoelastic response of an active fluid undergoing oscillatory shear

Wavelet analysis of a flexible filament kinematics: emulating C. elegans swimming behavior

A rheological approach to identify efficient biopolymer producing bacteria.

Rheology of a nematic active suspension undergoing oscillatory shear and step strain flows

On the locomotion and collective behavior of biopolymer producing bacteria

On the oscillatory behavior of living particles suspension under step strain

Rheological aspects of C. elegans suspensions under oscillatory shear

On the kinematics-wave motion of living particles in suspension.

Machine learning approaches for localized lockdown during COVID-19: a case study analysis

Unsupervised Machine Learning framework for sensor placement optimization: analyzing methane leaks

A rheological approach to identify efficient biopolymer producing bacteria.

Rheology of a nematic active suspension undergoing oscillatory shear and step strain flows

Magnetic particulate suspensions from the perspective of a dynamical system

A theoretical model for studying the nonlinear viscoelastic response of an active fluid undergoing oscillatory shear

Rheology of a nematic active suspension undergoing oscillatory shear and step strain flows

On the locomotion and collective behavior of biopolymer producing bacteria

On the oscillatory behavior of living particles suspension under step strain

Nonlinear motion of an oscillating bubble immersed in a magnetic fluid

Rheological aspects of C. elegans suspensions under oscillatory shear

On the kinematics-wave motion of living particles in suspension.

Microstructural transition in an ordered set of magnetic spheres immersed in a carrier liquid

The influence of a magnetic field on the mechanical behavior of a fluid interface

Magnetic particulate suspensions from the perspective of a dynamical system

Pattern Identification on the Nonlinear Radial Motion of an Oscillating Spherical Bubble Using Neural Networks

Vibrational modes on the non linear motion of an oscillating buble in a Newtonian fluid using Neural Networks

On the Sedimentation of a Blob of Particles Suspended in a Viscous Fluid

Characterizing the Vibrational Modes of a Cavitating Bubble Immersed in a Magnetic Fluid

FWI Performance Improvement with the Use of Wavelet Transforms

Wavelet analysis of a flexible filament kinematics: emulating C. elegans swimming behavior

The influence of a magnetic field on the mechanical behavior of a fluid interface

Pattern Identification on the Nonlinear Radial Motion of an Oscillating Spherical Bubble Using Neural Networks

Characterizing the Vibrational Modes of a Cavitating Bubble Immersed in a Magnetic Fluid

Microstructural transition in an ordered set of magnetic spheres immersed in a carrier liquid

The influence of a magnetic field on the mechanical behavior of a fluid interface