Opening the AI Black Box: Distilling Machine-Learned Algorithms into Code by Michaud, Eric J., Liao, Isaac, Lad, Vedang, Liu, Ziming, Mudide, Anish, Loughridge, Chloe, Guo, Zifan Carl, Kheirkhah, Tara Rezaei, Vukelić, Mateja, Tegmark, Max

“…We test MIPS on a benchmark of 62 algorithmic tasks that can be learned by an RNN and find it highly complementary to GPT-4: MIPS solves 32 of them, including 13 that are not solved by GPT-4 (which also solves 30). …”
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Sequence‐Sensitivity in Functional Synthetic Polymer Properties by Jin, Tianyi, Coley, Connor W, Alexander‐Katz, Alfredo

“…Here, through atomistic molecular dynamics simulation, we show that there are universal protein‐like features of MMA‐based RHPs that are insensitive to the sequence, and mostly depend on the overall composition. In particular, we find that MMA‐based RHPs “fold” into globules with heterogeneous hydration patterns. …”
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RoboGrammar: Graph Grammar for Terrain-Optimized Robot Design by Zhao, Allan, Xu, Jie, Konakovic-Lukovic, Mina, Hughes, Josephine, Spielberg, Andrew, Rus, Daniela, Matusik, Wojciech

“…For a given input terrain, the design space is searched to find the top performing robots and their corresponding controllers. …”
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Turbulent Flow over a Flexible Wall Undergoing a Streamwise Traveling Wavy Motion by Shen, Lian, Zhang, Xiang, Yue, Dick K.P., Triantafyllou, Michael S.

“…A key parameter for this problem is the ratio of the wall motion phase speed c to U, and results are obtained for c/U in the range of −1.0 to 2.0 at 0.2 intervals. For negative c/U, we find that flow separation is enhanced and a large drag force is produced. …”
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Lights, camera, emergency : preemptive planning for disaster relief by Weiss, Erica A

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Understanding natural language commands for robotic navigation and mobile manipulation by Tellex, Stefanie A., Kollar, Thomas Fleming, Dickerson, Steven R., Walter, Matthew R., Banerjee, Ashis, Teller, Seth, Roy, Nicholas

“…Our system performs inference in the model to successfully find and execute plans corresponding to natural language commands such as "Put the tire pallet on the truck." …”
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Narrow band wavelength selective filter using grating assisted single ring resonator by Prabhathan, P., Murukeshan, V. M.

“…The proposed configuration is expected to find applications in silicon photonics devices such as, on-chip external cavity lasers and multi analytic label-free biosensors. …”
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Effective dynamics of cold atoms flowing in two ring-shaped optical potentials with tunable tunneling by Aghamalyan, Davit, Amico, Luigi, Kwek, L. C.

“…Through two-mode Gross- Pitaevskii mean-field equations, the real-time dynamics of the population imbalance and the phase difference between the two condensates is thoroughly analyzed analytically, as a function of the relevant physical parameters of the system. In particular, we find that the macroscopic quantum self-trapping phenomenon is induced in the system if the flowing currents assume a nonvanishing difference.…”
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Effects of electrode material and configuration on the characteristics of planar resistive switching devices by Cha, Dongkyu, David, A., Li, K., Wu, T., Peng, H. Y., Pu, L., Wu, J. C., Hong, J. H., Lin, W. N., Li, Y. Y., Ding, J. F.

“…Metals with different work functions (Ti and Pt) and their combinations are used to control the junction transport (either ohmic or Schottky-like). We find that the electric bias is effective in manipulating the concentration of oxygen vacancies at the metal/STO interface, influencing the RS characteristics. …”
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Comparison of multiple random walks strategies for searching networks by Zheng, Zhongtuan, Wang, Hanxing, Gao, Shengguo, Wang, Guoqiang

“…We show the convergence of the MFPT of the first arriving walker and find the MFPT of the last arriving walker closely related with the mean cover time. …”
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Cooperative spectrum sensing in a medium-traffic primary network using double-threshold scheme over imperfect reporting channels by Rabiee, Ramtin, Li, Kwok Hung

“…This situation degrades the detection performance of the secondary network. We first try to find a suitable distribution for observed energy levels by SUs, and then evaluate the detection performance of the both single- and double-threshold methods in terms of the total error probability using cooperative spectrum sensing over imperfect reporting channels. …”
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Sources of value gains in minority equity investments by private equity funds : evidence from block share acquisitions by Chen, Guojun, Kang, Jun-Koo, Kim, Jin-Mo, Na, Hyun Seung

“…Using block share acquisitions made by private equity (PE) funds, we examine the sources of value gains in PE minority equity investments. We find that compared with non-PE acquirers, PE acquirers are more likely to place representatives with finance experience or those with experience in the target's industry on the target's board when the need for target oversight and/or advice is higher. …”
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Elastic shape memory polymeric materials for comfort fitting footwear by Wang, Taoxi

“…Since it is difficult to find an existing shape memory material that meets the requirements for comfort fitting footwear, both thermoset and thermoplastic shape memory hybrids (SMHs) programmable at around human body temperature with tailorable elasticity and stretchability are developed. …”
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A novel ant colony optimization-based maximum power point tracking for photovoltaic systems under partially shaded conditions by Jiang, Lian Lian., Maskell, Douglas L., Patra, Jagdish C.

“…This heuristic algorithm based technique not only ensures the ability to find the global MPP, but also gives a simpler control scheme and lower system cost. …”
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Exploiting the underdetermined system in multichannel active noise control for open windows by He, Jianjun, Lam, Bhan, Shi, Dongyuan, Gan, Woon Seng

“…For a single incidence, we compare the conventional fully-coupled (pseudoinverse) multichannel control with the colocated (diagonal) control method and find that they can achieve equivalent performance, but the colocated control method is less computationally intensive. …”
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Application of constacyclic codes to quantum MDS codes by Chen, Bocong, Ling, San, Zhang, Guanghui

“…To get q-ary quantum MDS codes, one of the effective ways is to find linear MDS codes C over Fq2 satisfying C ┴ H ⊆ C, where C ┴ H denotes the Hermitian dual code of C. …”
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Short-term load forecasting by wavelet transform and evolutionary extreme learning machine by Li, Song, Wang, Peng, Goel, Lalit

“…The global search technique MABC is developed to find the best parameters of input weights and hidden biases for ELM. …”
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LinkLive : discovering Web learning resources for developers from Q&A discussions by Li, Jing, Xing, Zhenchang, Sun, Aixin

“…A user study of 6 participants suggests that practitioners find the recommended Web resources useful for Web discovery.…”
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Nontrivial quantum oscillation geometric phase shift in a trivial band by Datta, Biswajit, Adak, Pratap Chandra, Shi, Li-kun, Watanabe, Kenji, Taniguchi, Takashi, Song, Justin Chien Wen, Deshmukh, Mandar M.

“…We observe that Shubnikov-de Haas (SdH) oscillations of the quadratic band are shifted by a phase that sharply departs from the expected 2π Berry's phase and is inherited from the nontrivial Berry's phase of the linear band. We find this arises due to an unusual filling enforced constraint between the quadratic band and linear band Fermi surfaces. …”
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Forest warrior : a virtual reality application to enhance climate change awareness by Sankar, Ahkshara

“…This powerful tool has been utilised to design and develop Forest Warrior in an attempt to find a solution for the age-old problem, Climate Change. …”
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