#aafth ,,congress #ast ,session ,h4 ,r4 #fag ,,an ,,act ,to authorize the ,department of ,energy to conduct collaborative research with the ,department of ,veterans ,affairs in order to improve healthcare services for veterans in the ,united ,states1 and for other purposes4 #a4 ,short title ,this ,act may be cited as the ,department of ,energy ,veterans' ,health ,initiative ,act4 #b4 ,definitions ,in this ,act3 7#a7 ,department ,the term ,department means the ,department of ,energy4 7#b7 ,national ,laboratory ,the term ,national ,laboratory has the meaning given that term in section #b of the ,energy ,policy ,act of #bjje 7#db ,u4,s4,c4 #aehja74 7#c7 ,secretary ,the term ,secretary means the ,secretary of ,energy4 #c4 ,purposes ,the purposes of this ,act are to advance ,department of ,energy expertise in artificial intelligence and high-performance computing in order to improve health outcomes for veteran populations by-- 7#a7 supporting basic research through the application of artificial intelligence1 high-performance computing1 modeling and simulation1 machine learning1 and large-scale data analytics to identify and solve outcome-defined challenges in the health sciences2 7#b7 maximizing the impact of the ,department of ,veterans ,affairs' health and genomics data housed at the ,national ,laboratories1 as well as data from other sources1 on science1 innovation1 and health care outcomes through the use and advancement of artificial intelligence and high-performance computing capabilities of the ,department of ,energy2 7#c7 promoting collaborative research through the establishment of partnerships to improve data sharing between ,federal agencies1 ,national ,laboratories1 institutions of higher education1 and nonprofit institutions2 7#d7 establishing multiple scientific computing user facilities to house and provision available data to foster transformational outcomes2 and 7#e7 driving the development of technology to improve artificial intelligence1 high-performance computing1 and networking relevant to mission applications of the ,department of ,energy1 including modeling1 simulation1 machine learning1 and advanced data analytics4 #d4 ,department of ,energy veterans health research and development 7a7 ,in general ,the ,secretary shall establish and carry out a research program in artificial intelligence and high-performance computing1 focused on the development of tools to solve big data challenges associated with veteran's healthcare1 and to support the efforts of the ,department of ,veterans ,affairs to identify potential health risks and challenges utilizing data on long-term healthcare1 health risks1 and genomic data collected from veteran populations4 ,the ,secretary shall carry out this program through a competitive1 merit-reviewed process1 and consider applications from ,national ,laboratories1 institutions of higher education1 multi-institutional collaborations1 and other appropriate entities4 7b7 ,program components ,in carrying out the program established under subsection 7a71 the ,secretary may-- 7#a7 conduct basic research in modeling and simulation1 machine learning1 large-scale data analytics1 and predictive analysis in order to develop novel or optimized algorithms for prediction of disease treatment and recovery2 7#b7 develop methods to accommodate large data sets with variable quality and scale1 and to provide insight and models for complex systems2 7#c7 develop new approaches and maximize the use of algorithms developed through artificial intelligence1 machine learning1 data analytics1 natural language processing1 modeling and simulation1 and develop new algorithms suitable for high-performance computing systems and large biomedical data sets2 7#d7 advance existing and construct new data enclaves capable of securely storing data sets provided by the ,department of ,veterans ,affairs1 ,department of ,defense1 and other sources2 and 7#e7 promote collaboration and data sharing between ,national ,laboratories1 research entities1 and user facilities of the ,department by providing the necessary access and secure data transfer capabilities4 7c7 ,coordination ,in carrying out the program required under subsection 7a71 the ,secretary is authorized to-- 7#a7 enter into memoranda of understanding in order to carry out reimbursable agreements with the ,department of ,veterans ,affairs and other entities in order to maximize the effectiveness of ,department of ,energy research and development to improve veterans' healthcare2 7#b7 consult with the ,department of ,veterans ,affairs and other ,federal agencies as appropriate2 and 7#c7 ensure that data storage meets all privacy and security requirements established by the ,department of ,veterans ,affairs1 and that access to data is provided in accordance with relevant ,department of ,veterans ,affairs data access policies1 including informed consent4 7d7 ,report ,not later than #b years after the date of the enactment of this ,act1 the ,secretary shall submit to the ,committee on ,science1 ,space1 and ,technology and the ,committee on ,veterans' ,affairs of the ,house of ,representatives1 and the ,committee on ,energy and ,natural ,resources and the ,committee on ,veterans' ,affairs of the ,senate1 a report detailing the effectiveness of-- 7#a7 the interagency coordination between each ,federal agency involved in the research program carried out under this section2 7#b7 collaborative research achievements of the program2 and 7#c7 potential opportunities to expand the technical capabilities of the ,department4 7e7 ,funding ,there are authorized to be appropriated to the ,secretary of ,veterans ,affairs to carry out this section #bg1jjj1jjj during the period of fiscal years #bjbj through #bjbd4 #e4 ,interagency collaboration 7a7 ,in general ,the ,secretary is authorized to carry out research1 development1 and demonstration activities to develop tools to apply to big data that enable ,federal agencies1 institutions of higher education1 nonprofit research organizations1 and industry to better leverage the capabilities of the ,department to solve complex1 big data challenges4 ,the ,secretary shall carry out these activities through a competitive1 merit-reviewed process1 and consider applications from ,national ,laboratories1 institutions of higher education1 multi-institutional collaborations1 and other appropriate entities4 7b7 ,activities ,in carrying out the research1 development1 and demonstration activities authorized under subsection 7a71 the ,secretary may-- 7#a7 utilize all available mechanisms to prevent duplication and coordinate research efforts across the ,department2 7#b7 establish multiple user facilities to serve as data enclaves capable of securely storing data sets created by ,federal agencies1 institutions of higher education1 nonprofit organizations1 or industry at ,national ,laboratories2 and 7#c7 promote collaboration and data sharing between ,national ,laboratories1 research entities1 and user facilities of the ,department by providing the necessary access and secure data transfer capabilities4 7c7 ,report ,not later than #b years after the date of the enactment of this ,act1 the ,secretary shall submit to the ,committee on ,science1 ,space1 and ,technology of the ,house of ,representatives and the ,committee on ,energy and ,natural ,resources of the ,senate a report evaluating the effectiveness of the activities authorized under subsection 7a74 7d7 ,funding ,there are authorized to be appropriated to the ,secretary of ,energy to carry out subsection 7a7 #ae1jjj1jjj for each of the fiscal years #bjbj through #bjbc4 ,passed the ,house of ,representatives ,july #bc1 #bjai4;,clerk4