We value your privacy.

We use strictly-necessary cookies to keep you signed in and the service operational, and analytics cookies to understand how the site is used. With your consent, we also use preference and marketing cookies. You can change your choice anytime; see our Cookie Policy or Privacy Policy.

Enter CartesianForms: Architecture Reimagined competition early to win from a $120,000 prize pool.
PAACADEMY
PAACADEMY
Courses
Software
Bundles
Membership
Become MemberSign In
HomeCoursesLoading

Catalog

PAACADEMYPAACADEMY

Online EdTech platform · 2020-2026

Shaping the next generation of designers, architects, and makers through computational tools and immersive education.

Reach out

team@paacademy.com

Newsletter

New workshops, early-bird seats, and release notes, straight to your inbox.

Platform

CoursesMembershipsBundlesProjectsInstructorsSoftwareBoardsBlogFree coursesEarnCertificatesReviews

Company

AboutBusinessBecome an InstructorContactFAQHelp CenterChangelogWe're Hiring

Popular Searches

Architecture coursesGrasshopper coursesAI architecture workshopsParametric design workshopsRhino courses3D modeling coursesBlender workshopsVisualization coursesRevit coursesDigital fabrication workshops3D printing workshopsSustainability courses

Most Interested

Urban design coursesLandscape architecture coursesHoudini coursesUnreal Engine coursesComfyUI workshopsMaya coursesInterior design coursesFashion design coursesFootwear design workshopsStructural analysis coursesVirtual reality coursesComputational design coursesGenerative city designBIM coursesMetaverse coursesPhotography workshops

© 2026 PAACADEMY. All rights reserved.

Privacy PolicyCookie PolicyRefund PolicyMembership Agreement
Loading course…
CoursesArchitectural DesignEnvironment-Reactive Computation (with Ladybug)
Mar 2-3, 20247 lessonsBeginner
Architectural DesignFREE with Pro MembershipWorkshopMar 2-3, 2024Beginner7 lessons7h 27mParametric DesignSustainable ArchitectureEnvironmental Analysis

Environment-Reactive Computation (with Ladybug)

In the "Environment-Reactive Computation (with Ladybug)" workshop, we'll learn how to create sustainable designs using infinitely scalable methods.

Learn from Jacob Lehrer
FREE with Pro Membership

Instructor

Jacob Lehrer4 courses

  • Mar. 2-3, 202416:00 - 20:00 (GMT)
  • 7 Hours 27 MinTotal duration
  • Lifetime accessRewatch anytime
  • BeginnerLevel
  • 100 seatsClass size
  • EnglishLanguage
  • EnglishSubtitles
  • 7 LessonsLessons
  • CertificateIncluded
  • Course filesDownloadable

We now have the ability to design systems with unlimited specificity using modern manufacturing techniques. Tools like Grasshopper, Lunchbox, and Ladybug allow us to create parameterized spaces that adapt to the surrounding environment without requiring expensive, power-hungry movement systems or manually tuned pieces that degrade over time. We can develop infinitely customizable approaches that creatively react to the surrounding environment using site forces around a piece of architecture.

This technique can create building shapes, facade systems, program layouts, and more. By utilizing computational techniques as a tool for sustainable development, we can better understand the various effects that different building systems will have and how even minor changes can have significant effects.

  • 01

    Teach the basics of Ladybug and dive better into list structure.

  • 02

    With the basics of list structure, the goal is that participants can take these techniques and apply them to real-world projects.

  • 03

    Create a distinctive and customized design that stands out.

  • 04

    Students will learn more about the mathematics behind some of these concepts, like the sigmoid function, and understand the power of Grasshopper.

  • 05

    The future of architecture is sustainable design; techniques to simulate the environment computationally will only become more democratized.

  • 06

    This workshop will teach attendees how to use and integrate these tools creatively with other parametric design tools.

Rhinoceros 3DGrasshopper 3DLunchBoxTreeslothWeaverbirdLadybugParakeetRemap+

How the 2 days are spent, session by session.

Day 1 Program

Saturday · Mar 2, 2024

 

  • Introduction + Questions – 30
  • Lecture – 60
  • Software Downloads – 30
  • Grasshopper Script design 1 (60 mins)
  • Grasshopper Script design 2 (90 mins)
  • Q&A (30 mins)

Day 2 Program

Sunday · Mar 3, 2024

 

  • Introduction + Theory – 60
  • Grasshopper Script 3 – 120
  • Finalizing Model + Rendering – 30
  • Q&A (30 mins)

 

What you should already know or have ready before you start, experience, tools, and any baseline skills the instructors expect. Scan the list below so nothing catches you off guard.

  • Suggested/Extras:

 

  • Mesh+ Plugin – Useful for manipulating meshes.
  • Lumion – Student and Faculty version is free, with a 14-day free trial.

 

7 Lessons7h 27m

  • 01
    Total sessions: 2 Sessions
  • 02
    PAACADEMY will provide a certificate of attendance.

Instructor

Jacob Lehrer

View profile
5.0instructor rating4courses

Jacob Lehrer is an architectural designer and researcher dedicated to exploring the intersection of architecture, technology, and ecology. Currently an M.Arch II candidate at the Southern California Institute of Architecture (SCI_Arc), he holds a Bachelor of Science in Architecture from Wentworth Institute of Technology and is an Advanced Study Fellow from MIT. His professional background spans from co-founding LMDA LLC, where he led design development for animal care facilities, to managing operations and space planning as a Project Coordinator for the MIT Mathematics Department. Jacob views architecture as a problem-solving discipline, leveraging his diverse experience to bridge the gap between abstract algorithms and physical space. A triple-accredited LEED AP (BD+C, O+M, ND), Jacob combines a deep commitment to sustainability with advanced technical proficiency in tools like Python, Rhino, Grasshopper, and KUKA robotics. His recent work includes developing the "Sentient Environment Engine," a custom computer vision algorithm for analyzing occupant behavior, and fabricating mathematical sculptures for MIT’s permanent collection. Whether teaching PAACADEMY parametric design workshops or publishing research on the ethics of language models, Jacob focuses on using computation to create built environments that are responsive, efficient, and tailored to their specific contexts.

5.0·54
5.0avg·5 Ratings
4 Reviews
Anmar GorraMay 19, 20265.0out of 5

Briliant

Md Tareq AbdullahDec 1, 20255.0out of 5

This workshop Environment‑Reactive Computation (with Ladybug) gave me a really eye‑opening intro into making architecture that actually responds to environment instead of fighting it. We used Ladybug Tools (with Rhinoceros 3D + Grasshopper) to build parametric designs that react to local climate, sun angles, and site conditions — basically letting geometry adapt naturally.  The workshop mixes technical bits like list‑structure and math logic with real‑world mindset about sustainability, which felt useful and inspiring. It’s beginner‑friendly but still gives tools for serious environmental‑aware design.

Aya KhaledDec 9, 20245.0out of 5

it was perfect

Amin mostafaviOct 9, 20245.0out of 5

great

Leonardo Laguna5.0out of 5
Anmar Gorra
Anmar Gorra
May 19, 2026

Briliant

Md Tareq Abdullah
Md Tareq Abdullah
Dec 1, 2025

This workshop Environment‑Reactive Computation (with Ladybug) gave me a really eye‑opening intro into making architecture that actually responds to environment instead of fighting it. We used Ladybug Tools (with Rhinoceros 3D + Grasshopper) to build parametric designs that react to local climate, sun angles, and site conditions — basically letting geometry adapt naturally.  The workshop mixes technical bits like list‑structure and math logic with real‑world mindset about sustainability, which felt useful and inspiring. It’s beginner‑friendly but still gives tools for serious environmental‑aware design.

Aya Khaled
Aya Khaled
Dec 9, 2024

it was perfect

Amin mostafavi
Amin mostafavi
Oct 9, 2024

great

Leonardo Laguna
Leonardo Laguna

  • 01Optimizing Design Decisions With Machine LearningZvonko Vugreshek€105.00
  • 02Integr8.AEC: Facades - Algorithmic Data ManagementStefano Rossi€35.00
  • 03Parametric IntelligenceTim Fu€300.00
  • 04AI-Driven Design PracticeCas Esbach€35.00
  • 05Data Structure(D) Design 2.0Federico Borello€90.00
  • 06Midjourney Architecture 4.0Tim Fu€170.00
  • Optimizing Design Decisions With Machine LearningZvonko VugreshekAdvanced6 lessons8 Hours€105.00€125.00
  • Integr8.AEC: Facades - Algorithmic Data ManagementStefano RossiBeginner3 lessons4€35.00€50.00
  • Parametric IntelligenceTim FuIntermediate14 lessons4 Sessions (16 Hours)€300.00€400.00
  • AI-Driven Design PracticeCas EsbachIntermediate3 lessons1 Session (5 Hours)€35.00€50.00
  • Data Structure(D) Design 2.0Federico BorelloAdvanced10 lessons2 Sessions (8 Hours)€90.00€125.00
  • Midjourney Architecture 4.0Tim FuBeginner8 lessons8 Hours€170.00€270.00
Save €15.00

One-time payment

€35.00€50.00

Get it free with membership

Pro Membership€0.00Free on any Pro planFull Access€0.00Plus every other course
InstructorJacob Lehrer
Regular Price
Save €15.00
€35.00€50.00
Get it free with membership
Pro Membership€0.00Free on any Pro planFull Access€0.00Plus every other course