From 98d12d8ad93c7aff718307f0b3e9f0757170ea95 Mon Sep 17 00:00:00 2001 From: Jan-Williams Date: Fri, 22 May 2026 06:19:09 -0700 Subject: [PATCH] Implemented paper changes --- JOSS/paper.md | 6 ++++-- imgs/benchmark_results_combined.png | Bin 0 -> 207035 bytes 2 files changed, 4 insertions(+), 2 deletions(-) create mode 100644 imgs/benchmark_results_combined.png diff --git a/JOSS/paper.md b/JOSS/paper.md index 1d7a211..b1ecc29 100644 --- a/JOSS/paper.md +++ b/JOSS/paper.md @@ -44,7 +44,7 @@ OpenReservoirComputing (ORC) is a Python library for reservoir computing (RC) bu # Statement of Need -Time-series prediction, classification, and control are fundamental tasks across science and engineering, arising in applications from climate modeling and fluid dynamics to robotics and neuroscience. Deep learning approaches to these tasks typically require large datasets, long training times, and expensive tuning of optimization hyperparameters. RC offers a compelling alternative. Since only the readout layer is trained via a single ridge regression, RC models can be trained in a fraction of the time required by comparable recurrent neural networks, often with less data and fewer hyperparameters to tune [@lukosevicius2009reservoir,@pathak2018model,@wyder2025common]. This makes RC particularly attractive for rapid prototyping, real-time applications, and data-limited settings. However, realizing these benefits in practice requires software that is both efficient and adaptable. +Time-series prediction, classification, and control are fundamental tasks across science and engineering, arising in applications from climate modeling and fluid dynamics to robotics and neuroscience. Deep learning approaches to these tasks typically require large datasets, long training times, and expensive tuning of optimization hyperparameters. RC offers a compelling alternative. Since only the readout layer is trained via a single ridge regression, RC models can be trained in a fraction of the time required by comparable recurrent neural networks, often with less data and fewer hyperparameters to tune [@lukosevicius2009reservoir;@pathak2018model;@wyder2025common]. This makes RC particularly attractive for rapid prototyping, real-time applications, and data-limited settings. However, realizing these benefits in practice requires software that is both efficient and adaptable. ORC's built-in models provide an easy entry point for users new to the field. In particular, a new user can supply their own time-series data to instantiate, train, and forecast in three simple lines of code. @@ -86,7 +86,7 @@ Other open source libraries for RC include Pytorch-ESN [@nardo2018pytorchesn] an # Software Design -![ORC three-layer pipeline architecture. Each reservoir computer (RC) is decomposed into (i) an ``embedding'' function that lifts a low-dimensional signal $u_t$ to the reservoir dimension, (ii) a ``driver'' function that propagates the reservoir state, and (iii) a ``readout'' that maps back to a target $y$. For control and forecasting RCs, the target $y$ is typically $u_{t+1}$ (either in the presence of a forcing term or not) and for classification the target $y$ is a label. \label{fig:architecture}](../imgs/architecture_paper.pdf) +![ORC three-layer pipeline architecture. Each reservoir computer (RC) is decomposed into (i) an embedding function that lifts a low-dimensional signal $u_t$ to the reservoir dimension, (ii) a driver function that propagates the reservoir state, and (iii) a readout that maps back to a target $y$. For control and forecasting RCs, the target $y$ is typically $u_{t+1}$ (either in the presence of a forcing term or not) and for classification the target $y$ is a label. \label{fig:architecture}](../imgs/architecture_paper.pdf) ORC models are decomposed into three components, illustrated in \autoref{fig:architecture}: (i) an embedding $f_E$ that lifts a low-dimensional input signal $u_t$ to a high-dimensional space, (ii) a driver $f_R$ that propagates the high-dimensional state $r_t$, and (iii) a readout $f_O$ that maps the latent state back to an approximation of some low-dimensional signal $y_t$. Depending on the task at hand, $y_t$ may be a future time-step of $u_t$, a label associated with input data, or some other target signal. ORC differs from many existing approaches that unify (i) and (ii). Separating the embedding from the reservoir state propagation allows for cleaner application of RC to non-standard tasks, such as acting as a surrogate model for model predictive control. @@ -113,3 +113,5 @@ Claude (Anthropic) was used for code assistance during code debugging, proofread # Acknowledgements The authors acknowledge support from the NSF AI Institute in Dynamic Systems (grant number 2112085). The authors also thank Anastasia Bizyaeva, Noa Kaplan, and Ling-Wei Kong for insightful conversations. + +# References \ No newline at end of file diff --git a/imgs/benchmark_results_combined.png b/imgs/benchmark_results_combined.png new file mode 100644 index 0000000000000000000000000000000000000000..4426b9aaa5a2fa07dda9dff47b6cd470a303f53e GIT binary patch literal 207035 zcmeFZXH-*L+cg{oMNkk$<)~Dp2neY3jv}H!DAK!9rG=Kz1BeO=2T+k3sz~U)hZ3qN zN)5dW(whh*Kq%h|;C=4*JkQT>yuaQ(hC|H=d#}B&Hm`Zj#Tzvh1!}4*R1gS+`q9Jt zk0FrLK@bRe$f=Xy6YS#MVDOhXTwWKh;a~}Od+KZffj)&h+Bv}OtW8;5Eu3Af9bf`{ zw{P)@-eh?Ohda86^Yh#P=No(u&Q|<&28cFr7fQ#6dM*$M-*wWTWA3Rku8?C8$fNsr zHQnPDM<~5Dr>gf?SCsL}uHb5;uH|tXMv);chg|TEQ(MKfVT{Rx{4|7vd&X+9N z3mr4ejNl#D&pN4QkfX(#?pwlJ*kkl|F&t^Rmp4<~Kz-Yss1jTxT=HH(Q%c(K^`!l;4AZ3y5J5)#UEIeuh-B#HTf!+*-|-&14gSLI;ysi)*z^w}BpTAACN44bL?^Ho!- z4ZFjyCiw!Zvalq!r)_V0F8H{*mNL*#SW&Cj5w1agNt^>;+S$JhnaBzFE7&DSK92KO zHF<6B=2hSvwb+P{UoZEh{M&aR_d@^g*gxz#0)gP>;lZV=r+h%6cmf-qBI87zK7x;~ zODE3H+dvbgjb6QaRXJleZ8>c=ZJpLf$|wJQHPZP{IDP#1v7Sn?JyFIaoKv+ofcoms zwXI^;CH<+XDZOL!V4JNMdUMWEzD7B2M&CBeZsxcNn|?ZNzMQ95^njh6z1O?7+1)4S zzi$ivEh~BL1`~yH{~&q3LMTIq{ZMH}dAY7!AWez1RRRw`e_4Guhp7GW?jMWg_V>oo z-^#>b_Vzi5MM^pj-LTf2^z<*Dqu=vvbsSw}MvZy?b#vOhQ$fw5bj89VW>YN@EnmOR zImJ<`quQ^cCrjtH8ErTg?eRwX`Zgn;lZnAkr%g+P|Cd)6@SnK-oxBJdXx{*z$Gi28 zUd0Uz$yg2+TeBv%?`*BPwP)n#=lAjb*rS;=l6XhBG#gs-KR58;F3fSlXw^ifZs9#A zjt@q9dY8MlqVwJQh(zrTsb;}Jd^zrKSB*RFK5;t?7E?5L0f*L`A~rxU_!jPPW$darZYnnsL) z#vnnwvWD--gtPn}`DpD#t#*}%!W(v+h%wshH<(`B8@McS-l(+ow(>3S-R%u+f};yI zDTyUrWugGD?@Op0o5K$|jO8H(g@rR~YK%*X7Q@}e#M|`awIJ2pXZB45mg?x4Zby1L zrRc2q-rQZIOT41LlbE5U9lIXVz#zWoXuWtUEr8K3(Gj7dqEejp$D?Ln`1*8ZSdH1? 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