<div dir="ltr">Hi Pratik,<div><br></div><div>I think these are very different projects, even though both are from cclib. For the advanced analysis project, the main goal is to implement existing methods, so pre-work might consist of exploring those various methods (ELF, AIM, DDEC, etc.) and mapping out what you think is doable during the summer. Some demo code for one method would go a long way there, I think.</div><div><br></div><div>For the ML project, there will be a lot more exploration, since there's no "method" to implement yet and it's unclear what approach would work best. I expect much of the work, even during the summer, would be experimenting with various ML setups and understanding what actually makes sense for parsing. I think what we'd be looking for most in the application is how to evaluate an ML-based parser, as well as good overall strategy/plan since there's some danger here of not getting very far in uncharted territory.</div><div><br></div><div>HTH,</div><div>Karol</div><div><br></div></div><div class="gmail_extra"><br><div class="gmail_quote">On Tue, Feb 20, 2018 at 4:50 AM, Pratik Ranjan <span dir="ltr"><<a href="mailto:pratikranjaniitg101@gmail.com" target="_blank">pratikranjaniitg101@gmail.com</a>></span> wrote:<br><blockquote class="gmail_quote" style="margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex"><div dir="auto">Sir,<div dir="auto">I am interested in working on project ideas of CCLIB, which are Advanced Analysis of Quantum Chemistry Data and Machine learning applied to parsing computational chemistry output. As these project is related to the field of my study.Can you help me out how to start working on these ideas?</div><div dir="auto"><br></div><div dir="auto">Regards</div><div dir="auto">Pratik Ranjan.</div></div><div class="gmail_extra"><br><div class="gmail_quote">On 20-Feb-2018 11:20 AM, "Karol Langner" <<a href="mailto:karol.langner@gmail.com" target="_blank">karol.langner@gmail.com</a>> wrote:<br type="attribution"><blockquote class="gmail_quote" style="margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex"><div dir="ltr">Hi Pratik,<div><br></div><div>Please be more specific about which project you're interested in.</div><div><br></div><div>- Karol</div></div><div class="gmail_extra"><br><div class="gmail_quote">On Mon, Feb 19, 2018 at 11:27 AM, Pratik Ranjan <span dir="ltr"><<a href="mailto:pratikranjaniitg101@gmail.com" target="_blank">pratikranjaniitg101@gmail.com</a><wbr>></span> wrote:<br><blockquote class="gmail_quote" style="margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex"><div dir="ltr">Hello everyone,<div>This is Pratik Ranjan, a third year student of IIT Guwahati. I am pursuing B.Tech degree in Chemical Science and Technology which is based on technical chemistry. During my semesters I have gone through the key courses which involved Mathematics, Computer science and Chemistry.</div><div>Mathematics involved courses like advance calculus and vector algebra. I did courses on Algorithm and Data structure in C. </div><div>In chemistry I have gone through the courses like Quantum chemistry, Chemical kinetics, Spectrometry, Computational chemistry and Computational physics.</div><div>In computational chemistry I did various programming assignments in FORTRAN(95). The assignments were based on finding solutions of Schrodinger equations, Hamiltonian operator, different energy level of the molecules, did Molecular modeling
<span style="color:rgb(0,0,0);font-family:Arial,sans-serif;font-size:13.3333px;font-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-align:justify;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;text-decoration-style:initial;text-decoration-color:initial;float:none;display:inline">– Determination of properties of molecules, charge distribution, viewing the<span> </span></span><span class="m_6833118026252946485m_-5386656973792479835m_2681773084920317743gmail-SpellE" style="color:rgb(0,0,0);font-family:Arial,sans-serif;font-size:13.3333px;font-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-align:justify;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;text-decoration-style:initial;text-decoration-color:initial">orbitals</span><span style="color:rgb(0,0,0);font-family:Arial,sans-serif;font-size:13.3333px;font-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-align:justify;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;text-decoration-style:initial;text-decoration-color:initial;float:none;display:inline"><span> </span>and<span> </span></span><span class="m_6833118026252946485m_-5386656973792479835m_2681773084920317743gmail-SpellE" style="color:rgb(0,0,0);font-family:Arial,sans-serif;font-size:13.3333px;font-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-align:justify;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;text-decoration-style:initial;text-decoration-color:initial">vibrational</span><span style="color:rgb(0,0,0);font-family:Arial,sans-serif;font-size:13.3333px;font-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-align:justify;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;text-decoration-style:initial;text-decoration-color:initial;float:none;display:inline"><span> </span>s<wbr>pectra and also did Fourier analysis. All these calculations involved complex matrix calculations, like finding eigenvectors and eigenvalues of a matrix, inversion of matrix etc.I used LAPACK for finding eigenvectors and eigenvalues This course also involved calculation of kinetics of Ozone. In computational Physics I did assignments in C++ which were based on numerical analysis. In this course I learned numerical methods to solve Differential equations, solving linear equations, Diagonalizing a N*N dimensional matrix and finding eigenvalues and eigenvectors by using similarity transformation. With the motivation from the above courses once I tried to make an android app which can solve some Matrix calculations but unfortunately I didn't succeeded due to lack of mentorship , but from there I got some information about Machine learning that is if we involve machine learnig in the app then it can read the question from image and give solution to the problem, It may be impractical. But due to motivation from the idea, now in present semester I am also doing Machine Learning course.</span></div><div><span style="color:rgb(0,0,0);font-family:Arial,sans-serif;font-size:13.3333px;font-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-align:justify;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;text-decoration-style:initial;text-decoration-color:initial;float:none;display:inline">since, this project is related to my field of interest and my majoring so I want to work in this project which will give me real experience of my knowledge, but I am beginner to the open source and Openchemistry project so if I get some help from the mentors,seniors and friends then it will be very helpful for me.</span></div><div><span style="color:rgb(0,0,0);font-family:Arial,sans-serif;font-size:13.3333px;font-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-align:justify;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;text-decoration-style:initial;text-decoration-color:initial;float:none;display:inline">Thank you.</span></div><div><span style="color:rgb(0,0,0);font-family:Arial,sans-serif;font-size:13.3333px;font-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-align:justify;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;text-decoration-style:initial;text-decoration-color:initial;float:none;display:inline"><br></span></div><div><span style="color:rgb(0,0,0);font-family:Arial,sans-serif;font-size:13.3333px;font-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-align:justify;text-indent:0px;text-transform:none;white-space:normal;word-spacing:0px;text-decoration-style:initial;text-decoration-color:initial;float:none;display:inline"><br></span></div><div><br></div></div>
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