1. Accelerated design of chalcogenide glasses through interpretable machine learning for composition–property relationships. (1st April 2023) Authors: Singla, Sayam; Mannan, Sajid; Zaki, Mohd; Krishnan, N M Anoop Journal: JPhys materials Issue: Volume 6:Number 2(2023) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. Artificial intelligence and machine learning in glass science and technology: 21 challenges for the 21st century. (15th February 2021) Authors: Ravinder, ; Venugopal, Vineeth; Bishnoi, Suresh; Singh, Sourabh; Zaki, Mohd; Grover, Hargun Singh; Bauchy, Mathieu; Agarwal, Manish; Krishnan, N. M. Anoop Journal: International journal of applied glass science Issue: Volume 12:Number 3(2021) Page Start: 277 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. Interpretable Machine Learning Approach for Identifying the Tip Sharpness in Atomic Force Microscopy. (December 2022) Authors: Zaki, Mohd; Kasimuthumaniyan, S.; Sahoo, Sourav; Jayadeva, ; Gosvami, Nitya Nand; Krishnan, N. M. Anoop Journal: Scripta materialia Issue: Number 221(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. Interpreting the optical properties of oxide glasses with machine learning and Shapely additive explanations. Issue 6 (19th January 2022) Authors: Zaki, Mohd; Venugopal, Vineeth; Bhattoo, Ravinder; Bishnoi, Suresh; Singh, Sourabh Kumar; Allu, Amarnath R.; Jayadeva, ; Krishnan, N. M. Anoop Journal: Journal of the American Ceramic Society Issue: Volume 105:Issue 6(2022) Page Start: 4046 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. Machine learning-aided cost prediction and optimization in construction operations. Issue 3 (28th April 2021) Authors: Sharma, Virok; Zaki, Mohd; Jha, Kumar Neeraj; Krishnan, N. M. Anoop Journal: Engineering, construction and architectural management Issue: Volume 29:Issue 3(2022) Page Start: 1241 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. Prediction of concrete strengths enabled by missing data imputation and interpretable machine learning. (April 2022) Authors: Lyngdoh, Gideon A.; Zaki, Mohd; Krishnan, N.M. Anoop; Das, Sumanta Journal: Cement & concrete composites Issue: Volume 128(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. Understanding the compositional control on electrical, mechanical, optical, and physical properties of inorganic glasses with interpretable machine learning. (1st January 2023) Authors: Bhattoo, Ravinder; Bishnoi, Suresh; Zaki, Mohd; Krishnan, N. M. Anoop Journal: Acta materialia Issue: Volume 242(2023) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗