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III) USE MACHINE LEARNING TO EXTRACT HIDDEN INFORMATION ON MATERIALS, THAT OTHERWISE HINDER ADVANCED MANUFACTURING, WHICH REQUIRE DEEP KNOWLEDGE OF THE MATERIALS BEHAVIOR AT ALL SCALES (FROM MICRO TO NANO TO ATOMIC SCALE), IV) BUILD CAPACITY THAT ENABLES PARTNERING UNIVERSITY TO CREATE A PIPELINE THAT IMMERSES YOUNGER GENERATION IN NNSA FIELDS AND RETAIN THEM IN THE PIPELINE BY GETTING THEM INTERESTED IN RESEARCH.\n\nPROPOSED PROJECTS AND TASKS INVESTIGATE AND SUPPORT THE THEME OF STUDYING NANOMATERIALS AND REACHING STRONG UNDERSTANDING OF THE MATERIALS INTRICACIES AND FABRICATIONS CONDITIONS. TOGETHER THEY ALLOW DEVELOPING NEW PROCESSES FOR GROWING NEW NANOMATERIALS WITH OUTSTANDING FUNCTIONALITIES. THE CONSIDERED ADVANCED MANUFACTURING, INCLUDES LASER ABLATION, ADDITIVE AND SUBTRACTIVE MANUFACTURING, ELECTRON BEAM MODIFICATION OF NANOSTRUCTURE, AND MANY NANOSCALE CHEMISTRY PROCESSING. THE PROJECT AIMS AT GENERATING NEW TYPE OF MANUFACTURING METHODS, AND ATTAIN DETAILED KNOWLEDGE OF PROCESSES AT THE MOLECULAR AND ATOMIC LEVELS. MOST OF THE TARGETED MATERIALS AND DEVICES DO SERVE THE PROTECTION AND SAFE GUARDING NUCLEAR INFRASTRUCTURE.","funder_award_id":"DENA0003979","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"}],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320322799","display_name":"Higher Education Commission, Pakistan","ror":"https://ror.org/038y3sz68"},{"id":"https://openalex.org/F4320322804","display_name":"Deanship of Scientific Research, King Faisal University","ror":"https://ror.org/00dn43547"},{"id":"https://openalex.org/F4320326275","display_name":"Higher Education Commision, Pakistan","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W215750823","https://openalex.org/W1973271935","https://openalex.org/W2016691179","https://openalex.org/W2017162494","https://openalex.org/W2023773863","https://openalex.org/W2024275681","https://openalex.org/W2039513098","https://openalex.org/W2059094548","https://openalex.org/W2069804710","https://openalex.org/W2069856143","https://openalex.org/W2086425874","https://openalex.org/W2102061584","https://openalex.org/W2116370423","https://openalex.org/W2147593136","https://openalex.org/W2165789061","https://openalex.org/W2186601245","https://openalex.org/W2469753102","https://openalex.org/W2469874594","https://openalex.org/W2531459751","https://openalex.org/W2541788425","https://openalex.org/W2588715075","https://openalex.org/W2589686657","https://openalex.org/W2617284163","https://openalex.org/W2739925614","https://openalex.org/W2742548457","https://openalex.org/W2790871915","https://openalex.org/W2791297459","https://openalex.org/W2794072712","https://openalex.org/W2794280487","https://openalex.org/W2795865648","https://openalex.org/W2797031288","https://openalex.org/W2797411151","https://openalex.org/W2885360306","https://openalex.org/W2888808387","https://openalex.org/W2891972464","https://openalex.org/W2895696090","https://openalex.org/W2897215885","https://openalex.org/W2898234396","https://openalex.org/W2899849087","https://openalex.org/W2910875859","https://openalex.org/W2922155948","https://openalex.org/W2936586436","https://openalex.org/W2939034863","https://openalex.org/W2948269284","https://openalex.org/W2955818322","https://openalex.org/W2963456600","https://openalex.org/W2969865630","https://openalex.org/W2970568215","https://openalex.org/W2980676494","https://openalex.org/W2984221756","https://openalex.org/W2990794818","https://openalex.org/W2991272439","https://openalex.org/W2999821486","https://openalex.org/W3001257121","https://openalex.org/W3001764539","https://openalex.org/W3016252508","https://openalex.org/W3018658473","https://openalex.org/W3033266075","https://openalex.org/W3037750299","https://openalex.org/W3043367140","https://openalex.org/W3043837941","https://openalex.org/W3073711919","https://openalex.org/W3083697552","https://openalex.org/W3096653311","https://openalex.org/W3106629729","https://openalex.org/W3116832598","https://openalex.org/W3204127089","https://openalex.org/W4213259742","https://openalex.org/W6767383010","https://openalex.org/W6782027848"],"related_works":["https://openalex.org/W3073711919","https://openalex.org/W4415762997","https://openalex.org/W4402702829","https://openalex.org/W2895696090","https://openalex.org/W4387580054","https://openalex.org/W2093661438","https://openalex.org/W4403284363","https://openalex.org/W4366607174","https://openalex.org/W3118746769","https://openalex.org/W7133207923"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2022-06-13T00:00:00"}