Felix James Cardano Pacis

Ekstern tilknyttet UiS

Felix James Cardano Pacis

Kontakt

E-post: felix.j.pacis@uis.no

Avdeling

Det teknisk-naturvitenskapelige fakultet

Institutt for data- og elektroteknologi

Publikasjoner

Vitenskapelige publikasjoner

Pacis, Felix James Cardano; Ambrus, Adrian; Alyaev, Sergey; Khosravanian, Rasool; Kristiansen, Tron Golder; Wiktorski, Tomasz

(2023)

Improving predictive models for rate of penetration in real drilling operations through transfer learning.

Journal of Computational Science.

ISSN 1877-7503.

Volum 72.

Hefte 102100.

DOI: 10.1016/j.jocs.2023.102100

Pacis, Felix James Cardano; Alyaev, Sergey; Ambrus, Adrian; Wiktorski, Tomasz

(2022)

Transfer Learning Approach to Prediction of Rate of Penetration in Drilling.

Lecture Notes in Computer Science (LNCS).

ISSN 0302-9743.

Volum 13351.

s.358-371.

DOI: 10.1007/978-3-031-08754-7_44

Ambrus, Adrian; Alyaev, Sergey; Jahani, Nazanin; Pacis, Felix James Cardano; Wiktorski, Tomasz

(2022)

Rate of Penetration Prediction Using Quantile Regression Deep Neural Networks. I: Proceedings of ASME 2022 41st International Conference on Ocean, Offshore & Arctic Engineering Volume 10 : Petroleum technology.

The American Society of Mechanical Engineers (ASME).

ISBN 978-0-7918-8595-6.

DOI: 10.1115/OMAE2022-79046

Formidling

Pacis, Felix James Cardano

(2024)

Enhancing Information Retrieval in the Drilling Domain: Zero-Shot Learning with Large Language Models for Question-Answering.

SPE/IADC Drilling Conference;

2024-03-05 - 2024-03-07.

Pacis, Felix James Cardano; Wiktorski, Tomasz; Ambrus, Adrian; Alyaev, Sergey

(2023)

Exploration of Strategies to Improve Continual Learning From Irregular Sequential Drilling Data.

OMAE 42nd International Conference on Ocean, Offshore & Arctic Engineering;

2023-06-11 - 2023-06-16.

Pacis, Felix James Cardano; Alyaev, Sergey; Wiktorski, Tomasz

(2023)

Demo: Chatbot for oil and gas data.

DigiWells Seminar;

2023-11-28 - 2023-11-29.

Ambrus, Adrian; Alyaev, Sergey; Jahani, Nazanin; Pacis, Felix James Cardano; Wiktorski, Tomasz

(2022)

Rate of Penetration Prediction Using Quantile Regression Deep Neural Networks.

ASME 41st International Conference on Ocean, Offshore and Arctic Engineering;

2022-06-05 - 2022-06-10.

Pacis, Felix James Cardano; Alyaev, Sergey; Ambrus, Adrian; Wiktorski, Tomasz

(2022)

Transfer Learning Approach to Prediction of Rate of Penetration in Drilling.

INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE (ICCS) 2022;

2022-06-21 - 2022-06-23.

Pacis, Felix James Cardano; Wiktorski, Tomasz; Alyaev, Sergey; Ambrus, Adrian; Khosravanian, Rasool; Kristiansen, Tron Golder

(2022)

Exploring transfer learning for ROP prediction on the NCS.

Annual seminar SFI DigiWells;

2022-12-01 - 2022-12-02.

Pacis, Felix James Cardano; Alyaev, Sergey; Wiktorski, Tomasz

(2022)

Demo: Chatbot for NCS well data.

Annual DigiWells Seminar 2022;

2022-12-01 - 2022-12-02.

Alyaev, Sergey; Ambrus, Adrian; Pacis, Felix James Cardano; Jahani, Nazanin; Wiktorski, Tomasz; Elsheikh, Ahmed

(2021)

Drilling Process Modelling with Deep Learning: Towards ROP Prediction.

DigiWells seminar;

2021-11-23 - 2021-11-24.