This page lists all the reports that have been created as part of the AI4SD Network+ Outputs
Event Series Reports
Project Series Reports
| Project | Reports | DOI |
| Predicting the Activity of Drug Candidates where there is No Target. Principal Investigator. Professor Matthew Todd, Lead Institution: UCL, Project Partners: Auromind, ExScientia & Intellegens | Interim Report Final Report | DOI Link |
| ‘Next-next’ Generation Quantum DNA Sequencing with Chemical Surface Design and Capsule Nets. Principal Investigator: Professor Tim Albrecht, Lead Institution: University of Birmingham, Project Partner: City, University of London | Interim Report Final Report | DOI Link |
| Deep Learning enhanced quantum chemistry: Pushing the limits of Materials Discovery. Principal Investigator: Dr Reinhard J. Maurer, Lead Institution: University of Warwick, Project Partners: University of Strathclyde & Carnegie Mellon University | Interim Report Final Report | DOI Link |
| Optimising Flatland: Inverse design of desalination membranes. Principal Investigator: Dr J. Grant Hill, Lead Institution: University of Sheffield, Project Partners: Imperial College London | Interim Report Final Report | DOI Link |
| Interpretable crystal descriptions across length scales for materials discovery. Principal Investigator: Dr James Cumby, Lead Institution: University of Edinburgh | Interim Report Final Report | DOI Link |
| Active Learning for Cost-Efficient Reaction Prediction using Kinetic Data. Principal Investigator: Dr Paul Dingwall, Lead Institution: Queens University Belfast. | Interim Report  Final Report | DOI Link |
| Artificial intelligence for reconstruction and super-resolution of chemical tomography. Principal Investigator: Dr Keith Butler, Lead Institution: STFC. Project Partners: Finden, Ltd | Interim Report Final Report | DOI Link |
Humans of AI4SD Series
AI4SD Intern Series Reports
| Report Details | Intern | DOI |
| AI3SD-Intern-Series_Report-1_Barrett | Rhyan Barrett | DOI Link |
| AI3SD-Intern-Series_Report-4_Greenhalgh | Louis Greenhalgh | DOI Link |
| AI3SD-Intern-Series_Report-5_Fenzl | Aspen Fenzl | DOI Link |
| AI3SD-Intern_Series_Report-6_Calvache | Kevin Calvache | DOI Link |
| AI3SD-Intern-Series_Report-7_Allam | Thomas Allam | DOI Link |
| AI3SD-Intern-Series_Report-8_Scripps | Sarah Scripps | DOI Link |
| AI3SD-Intern-Series_Report-9_Wong | King Wong | DOI Link |
| AI3SD-Intern-Series_Report-10_Catton | Anna Catton | DOI Link |
| AI3SD-Intern-Series_Report-11_Vekassy | AndrΓ‘s Vekassy | DOI Link |
AI4SD ML Summer School Group Reports
| Report Details | Project Team | DOI | ||
| AI4SD-SummerSchool-Series:Report-1 Group: 1 Challenge: Task 1 – Predict solubility given a large set of calculated features | Jonathan Swain (University of Cambridge) Bradley Patrick (Nottingham Trent University) Andrea Frisco (University College London) Dan Criveanu (University of Nottingham) | DOI Link | ||
| AI4SD-SummerSchool-Series:Report-2 Group: 2 Challenge: Task 3 – Detect Defects in Electron Microscopy Images | Ross J. Urquhart (University of Strathclyde) Chris Woodley (University of Liverpool) Katerina Karoni (University of Edinburgh) Jan Elsner (UCL) Daniel York (Swansea University) | DOI Link | ||
| AI4SD-SummerSchool-Series:Report-3 Group: 5 Challenge: Task 2 – Event Detection in Nanopore Data | Anna Bachs Herrera (Swansea University) Abdoulatif Cisse (The University of Liverpool) Emilio Alexis de la Cruz Nun Μez Andrade (Swansea University) Philipp Deussen (UCL) Ivan Yankov (University of Strathclyde) | DOI Link | ||
| AI4SD-SummerSchool-Series:Report-4 Group: 6 Challenge: Task 3 – Detect Defects in Electron Microscopy Images | Robert Dickson (University of Liverpool) Ben Honore (University of Bristol) Hai Lin (University of Liverpool) Rachael Pirie (Newcastle University) | DOI Link | ||
| AI4SD-SummerSchool-Series:Report-5 Group: 7 Challenge: Task 3 – Defect Detection in Graphene Sheets | James Osborne (University of Liverpool) Ellie Nelson (University of York) Edvin Mamo (University College Dublin) Shaoqi Zhan (University of Oxford) Steven Tendyra (University of Manchester) | DOI Link | ||
| AI4SD-SummerSchool-Series:Report-6 Group: 8 Challenge: Task 2 – Event Detection in Nanopore Data | Wole Ademola Adewole (University of Southampton) Halil Ibrahim Aysel (University of Southampton) Stephen Gow (University of Southampton) Zheng Jiang (University of Southampton) Dimitrios Stamatis (University of Southampton) | DOI Link | ||
| AI4SD-SummerSchool-Series:Report-7 Group: 14 Challenge: Task 3 – Defect Detection in Graphene Sheets | Peng Bao (University of Liverpool) Jack Macklin (University of Bath) Masood Gheasi (University of Southampton) | DOI Link | ||
| AI4SD-SummerSchool-Series:Report-8 Group: 16 Challenge: Task 3 – Detect Defects in Electron Microscopy Images | Xuerui Guo (University of Southampton) Zien Ma (Cardiff University) Jayanta Kumar Pal (University of Liverpool) | DOI Link |